OME-Zarr: a cloud-optimized bioimaging file format with international community support Article Swipe

PDF

Josh Moore , Daniela Basurto-Lozada , Sébastien Besson , John Bogovic , Jordão Bragantini , Eva Maxfield Brown , Jean‐Marie Burel , Xavier Casas Moreno , Gustavo de Medeiros , Erin E. Diel , David Gault , Satrajit Ghosh , Ilan Gold , Yaroslav O. Halchenko , Matthew Hartley , Dave Horsfall , Mark S. Keller , Mark Kittisopikul , Gabor Kovacs , A. Yoldaş , Koji Kyoda , Albane le Tournoulx de la Villegeorges , Tong Li , Prisca Liberali , Dominik Lindner , Melissa Linkert , Joel Lüthi , Jeremy Maitin-Shepard , Trevor Manz , Luca Marconato , Matthew McCormick , Merlin Lange , Khaled Mohamed , William J. Moore , Nils Norlin , Wei Ouyang , Buğra Özdemir , Giovanni Palla , Constantin Pape , Lucas Pelkmans , Tobias Pietzsch , Stephan Preibisch , Martin Prete , Norman Rzepka , Sameeul Samee , Nicholas J. Schaub , Hythem Sidky , Ahmet Can Solak , David R. Stirling , Jonathan Striebel , Christian Tischer , Daniel Toloudis , Isaac Virshup , Petr Walczysko , Alan M. Watson , Erin Weisbart , Frances Wong , Kevin A. Yamauchi , Omer Ali Bayraktar , Beth A. Cimini , Nils Gehlenborg , Muzlifah Haniffa , Nathan Hotaling , Shuichi Onami , Löıc A. Royer , Stephan Saalfeld , Oliver Stegle , Fabian J. Theis , Jason R. Swedlow ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.1101/2023.02.17.528834

A growing community is constructing a next-generation file format (NGFF) for bioimaging to overcome problems of scalability and heterogeneity. Organized by the Open Microscopy Environment (OME), individuals and institutes across diverse modalities facing these problems have designed a format specification process (OME-NGFF) to address these needs. This paper brings together a wide range of those community members to describe the cloud-optimized format itself – OME-Zarr – along with tools and data resources available today to increase FAIR access and remove barriers in the scientific process. The current momentum offers an opportunity to unify a key component of the bioimaging domain — the file format that underlies so many personal, institutional, and global data management and analysis tasks.

Related Topics

Mathematical Analysis

Social Science

Mathematics

Physics

Concepts

Cloud computing Computer science Scalability Process (computing) File format Domain (mathematical analysis) Component (thermodynamics) Key (lock) Data science Modalities World Wide Web Software engineering Database Operating system Mathematical analysis Thermodynamics Sociology Social science Mathematics Physics

Metadata

Type: preprint
Language: en
Landing Page: https://doi.org/10.1101/2023.02.17.528834
PDF: https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf
OA Status: green
Cited By: 21
References: 56
Related Works: 10
OpenAlex ID: https://openalex.org/W4321444368

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4321444368

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1101/2023.02.17.528834

Digital Object Identifier
Title: OME-Zarr: a cloud-optimized bioimaging file format with international community support

Work title
Type: preprint

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-02-21

Full publication date if available
Authors: Josh Moore, Daniela Basurto-Lozada, Sébastien Besson, John Bogovic, Jordão Bragantini, Eva Maxfield Brown, Jean‐Marie Burel, Xavier Casas Moreno, Gustavo de Medeiros, Erin E. Diel, David Gault, Satrajit Ghosh, Ilan Gold, Yaroslav O. Halchenko, Matthew Hartley, Dave Horsfall, Mark S. Keller, Mark Kittisopikul, Gabor Kovacs, A. Yoldaş, Koji Kyoda, Albane le Tournoulx de la Villegeorges, Tong Li, Prisca Liberali, Dominik Lindner, Melissa Linkert, Joel Lüthi, Jeremy Maitin-Shepard, Trevor Manz, Luca Marconato, Matthew McCormick, Merlin Lange, Khaled Mohamed, William J. Moore, Nils Norlin, Wei Ouyang, Buğra Özdemir, Giovanni Palla, Constantin Pape, Lucas Pelkmans, Tobias Pietzsch, Stephan Preibisch, Martin Prete, Norman Rzepka, Sameeul Samee, Nicholas J. Schaub, Hythem Sidky, Ahmet Can Solak, David R. Stirling, Jonathan Striebel, Christian Tischer, Daniel Toloudis, Isaac Virshup, Petr Walczysko, Alan M. Watson, Erin Weisbart, Frances Wong, Kevin A. Yamauchi, Omer Ali Bayraktar, Beth A. Cimini, Nils Gehlenborg, Muzlifah Haniffa, Nathan Hotaling, Shuichi Onami, Löıc A. Royer, Stephan Saalfeld, Oliver Stegle, Fabian J. Theis, Jason R. Swedlow

List of authors in order
Landing page: https://doi.org/10.1101/2023.02.17.528834

Publisher landing page
PDF URL: https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf

Direct OA link when available
Concepts: Cloud computing, Computer science, Scalability, Process (computing), File format, Domain (mathematical analysis), Component (thermodynamics), Key (lock), Data science, Modalities, World Wide Web, Software engineering, Database, Operating system, Mathematical analysis, Thermodynamics, Sociology, Social science, Mathematics, Physics

Top concepts (fields/topics) attached by OpenAlex
Cited by: 21

Total citation count in OpenAlex
Citations by year (recent): 2025: 6, 2024: 7, 2023: 8

Per-year citation counts (last 5 years)
References (count): 56

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4321444368
doi	https://doi.org/10.1101/2023.02.17.528834
ids.doi	https://doi.org/10.1101/2023.02.17.528834
ids.pmid	https://pubmed.ncbi.nlm.nih.gov/36865282
ids.openalex	https://openalex.org/W4321444368
fwci	6.46488045
type	preprint
title	OME-Zarr: a cloud-optimized bioimaging file format with international community support
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T12859
topics[0].field.id	https://openalex.org/fields/13
topics[0].field.display_name	Biochemistry, Genetics and Molecular Biology
topics[0].score	0.9998999834060669
topics[0].domain.id	https://openalex.org/domains/1
topics[0].domain.display_name	Life Sciences
topics[0].subfield.id	https://openalex.org/subfields/1304
topics[0].subfield.display_name	Biophysics
topics[0].display_name	Cell Image Analysis Techniques
topics[1].id	https://openalex.org/T13937
topics[1].field.id	https://openalex.org/fields/13
topics[1].field.display_name	Biochemistry, Genetics and Molecular Biology
topics[1].score	0.9725000262260437
topics[1].domain.id	https://openalex.org/domains/1
topics[1].domain.display_name	Life Sciences
topics[1].subfield.id	https://openalex.org/subfields/1312
topics[1].subfield.display_name	Molecular Biology
topics[1].display_name	Genetics, Bioinformatics, and Biomedical Research
topics[2].id	https://openalex.org/T11986
topics[2].field.id	https://openalex.org/fields/18
topics[2].field.display_name	Decision Sciences
topics[2].score	0.9721999764442444
topics[2].domain.id	https://openalex.org/domains/2
topics[2].domain.display_name	Social Sciences
topics[2].subfield.id	https://openalex.org/subfields/1802
topics[2].subfield.display_name	Information Systems and Management
topics[2].display_name	Scientific Computing and Data Management
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C79974875
concepts[0].level	2
concepts[0].score	0.7521102428436279
concepts[0].wikidata	https://www.wikidata.org/wiki/Q483639
concepts[0].display_name	Cloud computing
concepts[1].id	https://openalex.org/C41008148
concepts[1].level	0
concepts[1].score	0.6540536284446716
concepts[1].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[1].display_name	Computer science
concepts[2].id	https://openalex.org/C48044578
concepts[2].level	2
concepts[2].score	0.6518937349319458
concepts[2].wikidata	https://www.wikidata.org/wiki/Q727490
concepts[2].display_name	Scalability
concepts[3].id	https://openalex.org/C98045186
concepts[3].level	2
concepts[3].score	0.6027039289474487
concepts[3].wikidata	https://www.wikidata.org/wiki/Q205663
concepts[3].display_name	Process (computing)
concepts[4].id	https://openalex.org/C97250363
concepts[4].level	2
concepts[4].score	0.5879934430122375
concepts[4].wikidata	https://www.wikidata.org/wiki/Q235557
concepts[4].display_name	File format
concepts[5].id	https://openalex.org/C36503486
concepts[5].level	2
concepts[5].score	0.5806653499603271
concepts[5].wikidata	https://www.wikidata.org/wiki/Q11235244
concepts[5].display_name	Domain (mathematical analysis)
concepts[6].id	https://openalex.org/C168167062
concepts[6].level	2
concepts[6].score	0.5470453500747681
concepts[6].wikidata	https://www.wikidata.org/wiki/Q1117970
concepts[6].display_name	Component (thermodynamics)
concepts[7].id	https://openalex.org/C26517878
concepts[7].level	2
concepts[7].score	0.48559826612472534
concepts[7].wikidata	https://www.wikidata.org/wiki/Q228039
concepts[7].display_name	Key (lock)
concepts[8].id	https://openalex.org/C2522767166
concepts[8].level	1
concepts[8].score	0.4682031273841858
concepts[8].wikidata	https://www.wikidata.org/wiki/Q2374463
concepts[8].display_name	Data science
concepts[9].id	https://openalex.org/C2779903281
concepts[9].level	2
concepts[9].score	0.44833120703697205
concepts[9].wikidata	https://www.wikidata.org/wiki/Q6888026
concepts[9].display_name	Modalities
concepts[10].id	https://openalex.org/C136764020
concepts[10].level	1
concepts[10].score	0.43527621030807495
concepts[10].wikidata	https://www.wikidata.org/wiki/Q466
concepts[10].display_name	World Wide Web
concepts[11].id	https://openalex.org/C115903868
concepts[11].level	1
concepts[11].score	0.3332361578941345
concepts[11].wikidata	https://www.wikidata.org/wiki/Q80993
concepts[11].display_name	Software engineering
concepts[12].id	https://openalex.org/C77088390
concepts[12].level	1
concepts[12].score	0.2781916856765747
concepts[12].wikidata	https://www.wikidata.org/wiki/Q8513
concepts[12].display_name	Database
concepts[13].id	https://openalex.org/C111919701
concepts[13].level	1
concepts[13].score	0.17622095346450806
concepts[13].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[13].display_name	Operating system
concepts[14].id	https://openalex.org/C134306372
concepts[14].level	1
concepts[14].score	0.0
concepts[14].wikidata	https://www.wikidata.org/wiki/Q7754
concepts[14].display_name	Mathematical analysis
concepts[15].id	https://openalex.org/C97355855
concepts[15].level	1
concepts[15].score	0.0
concepts[15].wikidata	https://www.wikidata.org/wiki/Q11473
concepts[15].display_name	Thermodynamics
concepts[16].id	https://openalex.org/C144024400
concepts[16].level	0
concepts[16].score	0.0
concepts[16].wikidata	https://www.wikidata.org/wiki/Q21201
concepts[16].display_name	Sociology
concepts[17].id	https://openalex.org/C36289849
concepts[17].level	1
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q34749
concepts[17].display_name	Social science
concepts[18].id	https://openalex.org/C33923547
concepts[18].level	0
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q395
concepts[18].display_name	Mathematics
concepts[19].id	https://openalex.org/C121332964
concepts[19].level	0
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q413
concepts[19].display_name	Physics
keywords[0].id	https://openalex.org/keywords/cloud-computing
keywords[0].score	0.7521102428436279
keywords[0].display_name	Cloud computing
keywords[1].id	https://openalex.org/keywords/computer-science
keywords[1].score	0.6540536284446716
keywords[1].display_name	Computer science
keywords[2].id	https://openalex.org/keywords/scalability
keywords[2].score	0.6518937349319458
keywords[2].display_name	Scalability
keywords[3].id	https://openalex.org/keywords/process
keywords[3].score	0.6027039289474487
keywords[3].display_name	Process (computing)
keywords[4].id	https://openalex.org/keywords/file-format
keywords[4].score	0.5879934430122375
keywords[4].display_name	File format
keywords[5].id	https://openalex.org/keywords/domain
keywords[5].score	0.5806653499603271
keywords[5].display_name	Domain (mathematical analysis)
keywords[6].id	https://openalex.org/keywords/component
keywords[6].score	0.5470453500747681
keywords[6].display_name	Component (thermodynamics)
keywords[7].id	https://openalex.org/keywords/key
keywords[7].score	0.48559826612472534
keywords[7].display_name	Key (lock)
keywords[8].id	https://openalex.org/keywords/data-science
keywords[8].score	0.4682031273841858
keywords[8].display_name	Data science
keywords[9].id	https://openalex.org/keywords/modalities
keywords[9].score	0.44833120703697205
keywords[9].display_name	Modalities
keywords[10].id	https://openalex.org/keywords/world-wide-web
keywords[10].score	0.43527621030807495
keywords[10].display_name	World Wide Web
keywords[11].id	https://openalex.org/keywords/software-engineering
keywords[11].score	0.3332361578941345
keywords[11].display_name	Software engineering
keywords[12].id	https://openalex.org/keywords/database
keywords[12].score	0.2781916856765747
keywords[12].display_name	Database
keywords[13].id	https://openalex.org/keywords/operating-system
keywords[13].score	0.17622095346450806
keywords[13].display_name	Operating system
language	en
locations[0].id	doi:10.1101/2023.02.17.528834
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4306402567
locations[0].source.issn
locations[0].source.type	repository
locations[0].source.is_oa	False
locations[0].source.issn_l
locations[0].source.is_core	False
locations[0].source.is_in_doaj	False
locations[0].source.display_name	bioRxiv (Cold Spring Harbor Laboratory)
locations[0].source.host_organization	https://openalex.org/I2750212522
locations[0].source.host_organization_name	Cold Spring Harbor Laboratory
locations[0].source.host_organization_lineage	https://openalex.org/I2750212522
locations[0].license	cc-by
locations[0].pdf_url	https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf
locations[0].version	acceptedVersion
locations[0].raw_type	posted-content
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.1101/2023.02.17.528834
locations[1].id	pmid:36865282
locations[1].is_oa	False
locations[1].source.id	https://openalex.org/S4306525036
locations[1].source.issn
locations[1].source.type	repository
locations[1].source.is_oa	False
locations[1].source.issn_l
locations[1].source.is_core	False
locations[1].source.is_in_doaj	False
locations[1].source.display_name	PubMed
locations[1].source.host_organization	https://openalex.org/I1299303238
locations[1].source.host_organization_name	National Institutes of Health
locations[1].source.host_organization_lineage	https://openalex.org/I1299303238
locations[1].license
locations[1].pdf_url
locations[1].version	publishedVersion
locations[1].raw_type
locations[1].license_id
locations[1].is_accepted	True
locations[1].is_published	True
locations[1].raw_source_name	bioRxiv : the preprint server for biology
locations[1].landing_page_url	https://pubmed.ncbi.nlm.nih.gov/36865282
locations[2].id	pmh:oai:discovery.dundee.ac.uk:publications/da709919-7b76-4a38-8c60-26db6783c9a0
locations[2].is_oa	True
locations[2].source.id	https://openalex.org/S4306400523
locations[2].source.issn
locations[2].source.type	repository
locations[2].source.is_oa	False
locations[2].source.issn_l
locations[2].source.is_core	False
locations[2].source.is_in_doaj	False
locations[2].source.display_name	Discovery Research Portal (University of Dundee)
locations[2].source.host_organization	https://openalex.org/I177639307
locations[2].source.host_organization_name	University of Dundee
locations[2].source.host_organization_lineage	https://openalex.org/I177639307
locations[2].license	cc-by
locations[2].pdf_url
locations[2].version	submittedVersion
locations[2].raw_type
locations[2].license_id	https://openalex.org/licenses/cc-by
locations[2].is_accepted	False
locations[2].is_published	False
locations[2].raw_source_name
locations[2].landing_page_url	https://discovery.dundee.ac.uk/en/publications/da709919-7b76-4a38-8c60-26db6783c9a0
locations[3].id	pmh:oai:www.research-collection.ethz.ch:20.500.11850/626701
locations[3].is_oa	True
locations[3].source.id	https://openalex.org/S4306402302
locations[3].source.issn
locations[3].source.type	repository
locations[3].source.is_oa	False
locations[3].source.issn_l
locations[3].source.is_core	False
locations[3].source.is_in_doaj	False
locations[3].source.display_name	Repository for Publications and Research Data (ETH Zurich)
locations[3].source.host_organization	https://openalex.org/I35440088
locations[3].source.host_organization_name	ETH Zurich
locations[3].source.host_organization_lineage	https://openalex.org/I35440088
locations[3].license	cc-by
locations[3].pdf_url
locations[3].version	submittedVersion
locations[3].raw_type	info:eu-repo/semantics/publishedVersion
locations[3].license_id	https://openalex.org/licenses/cc-by
locations[3].is_accepted	False
locations[3].is_published	False
locations[3].raw_source_name	Histochemistry and Cell Biology, 160 (3)
locations[3].landing_page_url	http://hdl.handle.net/20.500.11850/626701
locations[4].id	pmh:oai:pubmedcentral.nih.gov:9980008
locations[4].is_oa	True
locations[4].source.id	https://openalex.org/S2764455111
locations[4].source.issn
locations[4].source.type	repository
locations[4].source.is_oa	False
locations[4].source.issn_l
locations[4].source.is_core	False
locations[4].source.is_in_doaj	False
locations[4].source.display_name	PubMed Central
locations[4].source.host_organization	https://openalex.org/I1299303238
locations[4].source.host_organization_name	National Institutes of Health
locations[4].source.host_organization_lineage	https://openalex.org/I1299303238
locations[4].license	cc-by
locations[4].pdf_url
locations[4].version	submittedVersion
locations[4].raw_type	Text
locations[4].license_id	https://openalex.org/licenses/cc-by
locations[4].is_accepted	False
locations[4].is_published	False
locations[4].raw_source_name	bioRxiv
locations[4].landing_page_url	https://www.ncbi.nlm.nih.gov/pmc/articles/9980008
locations[5].id	doi:10.3929/ethz-b-000626701
locations[5].is_oa	True
locations[5].source.id	https://openalex.org/S7407051236
locations[5].source.type	repository
locations[5].source.is_oa	False
locations[5].source.issn_l
locations[5].source.is_core	False
locations[5].source.is_in_doaj	False
locations[5].source.display_name	ETH Zürich Research Collection
locations[5].source.host_organization
locations[5].source.host_organization_name
locations[5].source.host_organization_lineage
locations[5].license
locations[5].pdf_url
locations[5].version
locations[5].raw_type	article-journal
locations[5].license_id
locations[5].is_accepted	False
locations[5].is_published
locations[5].raw_source_name
locations[5].landing_page_url	https://doi.org/10.3929/ethz-b-000626701
indexed_in	crossref, datacite, pubmed
authorships[0].author.id	https://openalex.org/A5091278117
authorships[0].author.orcid	https://orcid.org/0000-0003-4028-811X
authorships[0].author.display_name	Josh Moore
authorships[0].countries	US
authorships[0].affiliations[0].institution_ids	https://openalex.org/I4210146852
authorships[0].affiliations[0].raw_affiliation_string	German BioImaging
authorships[0].institutions[0].id	https://openalex.org/I4210146852
authorships[0].institutions[0].ror	https://ror.org/05gaksk83
authorships[0].institutions[0].type	healthcare
authorships[0].institutions[0].lineage	https://openalex.org/I4210146852
authorships[0].institutions[0].country_code	US
authorships[0].institutions[0].display_name	Elucid Bioimaging
authorships[0].author_position	first
authorships[0].raw_author_name	Josh Moore
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	German BioImaging
authorships[1].author.id	https://openalex.org/A5014511126
authorships[1].author.orcid	https://orcid.org/0000-0003-3943-8424
authorships[1].author.display_name	Daniela Basurto-Lozada
authorships[1].countries	GB
authorships[1].affiliations[0].institution_ids	https://openalex.org/I84884186
authorships[1].affiliations[0].raw_affiliation_string	Biosciences Institute, Newcastle University
authorships[1].institutions[0].id	https://openalex.org/I84884186
authorships[1].institutions[0].ror	https://ror.org/01kj2bm70
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I84884186
authorships[1].institutions[0].country_code	GB
authorships[1].institutions[0].display_name	Newcastle University
authorships[1].author_position	middle
authorships[1].raw_author_name	Daniela Basurto-Lozada
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	Biosciences Institute, Newcastle University
authorships[2].author.id	https://openalex.org/A5020385687
authorships[2].author.orcid	https://orcid.org/0000-0001-8783-1429
authorships[2].author.display_name	Sébastien Besson
authorships[2].countries	GB, RU
authorships[2].affiliations[0].institution_ids	https://openalex.org/I4210116966
authorships[2].affiliations[0].raw_affiliation_string	Divisions of Molecular Cell and Developmental Biology
authorships[2].affiliations[1].institution_ids	https://openalex.org/I177639307
authorships[2].affiliations[1].raw_affiliation_string	University of Dundee
authorships[2].institutions[0].id	https://openalex.org/I177639307
authorships[2].institutions[0].ror	https://ror.org/03h2bxq36
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I177639307
authorships[2].institutions[0].country_code	GB
authorships[2].institutions[0].display_name	University of Dundee
authorships[2].institutions[1].id	https://openalex.org/I4210116966
authorships[2].institutions[1].ror	https://ror.org/02fsfnf94
authorships[2].institutions[1].type	facility
authorships[2].institutions[1].lineage	https://openalex.org/I1313323035, https://openalex.org/I4210116966, https://openalex.org/I4210129690
authorships[2].institutions[1].country_code	RU
authorships[2].institutions[1].display_name	Institute of Molecular and Cell Biology
authorships[2].author_position	middle
authorships[2].raw_author_name	Sébastien Besson
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Divisions of Molecular Cell and Developmental Biology, University of Dundee
authorships[3].author.id	https://openalex.org/A5046132243
authorships[3].author.orcid	https://orcid.org/0000-0002-4829-9457
authorships[3].author.display_name	John Bogovic
authorships[3].countries	US
authorships[3].affiliations[0].institution_ids	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[3].affiliations[0].raw_affiliation_string	Janelia Research Campus, Howard Hughes Medical Institute
authorships[3].institutions[0].id	https://openalex.org/I1344073410
authorships[3].institutions[0].ror	https://ror.org/006w34k90
authorships[3].institutions[0].type	facility
authorships[3].institutions[0].lineage	https://openalex.org/I1344073410
authorships[3].institutions[0].country_code	US
authorships[3].institutions[0].display_name	Howard Hughes Medical Institute
authorships[3].institutions[1].id	https://openalex.org/I195573530
authorships[3].institutions[1].ror	https://ror.org/013sk6x84
authorships[3].institutions[1].type	facility
authorships[3].institutions[1].lineage	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[3].institutions[1].country_code	US
authorships[3].institutions[1].display_name	Janelia Research Campus
authorships[3].author_position	middle
authorships[3].raw_author_name	John Bogovic
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	Janelia Research Campus, Howard Hughes Medical Institute
authorships[4].author.id	https://openalex.org/A5010286007
authorships[4].author.orcid	https://orcid.org/0000-0001-7652-2735
authorships[4].author.display_name	Jordão Bragantini
authorships[4].countries	US
authorships[4].affiliations[0].institution_ids	https://openalex.org/I4210121800
authorships[4].affiliations[0].raw_affiliation_string	Chan Zuckerberg Biohub
authorships[4].institutions[0].id	https://openalex.org/I4210121800
authorships[4].institutions[0].ror	https://ror.org/02qenvm24
authorships[4].institutions[0].type	company
authorships[4].institutions[0].lineage	https://openalex.org/I4210121800
authorships[4].institutions[0].country_code	US
authorships[4].institutions[0].display_name	Chan Zuckerberg Initiative (United States)
authorships[4].author_position	middle
authorships[4].raw_author_name	Jordão Bragantini
authorships[4].is_corresponding	False
authorships[4].raw_affiliation_strings	Chan Zuckerberg Biohub
authorships[5].author.id	https://openalex.org/A5087896059
authorships[5].author.orcid	https://orcid.org/0000-0003-2564-0373
authorships[5].author.display_name	Eva Maxfield Brown
authorships[5].countries	US
authorships[5].affiliations[0].institution_ids	https://openalex.org/I4210164942
authorships[5].affiliations[0].raw_affiliation_string	Allen Institute for Cell Science
authorships[5].institutions[0].id	https://openalex.org/I4210164942
authorships[5].institutions[0].ror	https://ror.org/05kg6bp11
authorships[5].institutions[0].type	facility
authorships[5].institutions[0].lineage	https://openalex.org/I4210140341, https://openalex.org/I4210164942
authorships[5].institutions[0].country_code	US
authorships[5].institutions[0].display_name	Allen Institute for Cell Science
authorships[5].author_position	middle
authorships[5].raw_author_name	Eva M. Brown
authorships[5].is_corresponding	False
authorships[5].raw_affiliation_strings	Allen Institute for Cell Science
authorships[6].author.id	https://openalex.org/A5076169286
authorships[6].author.orcid	https://orcid.org/0000-0002-1789-1861
authorships[6].author.display_name	Jean‐Marie Burel
authorships[6].countries	GB, RU
authorships[6].affiliations[0].institution_ids	https://openalex.org/I4210116966
authorships[6].affiliations[0].raw_affiliation_string	Divisions of Molecular Cell and Developmental Biology
authorships[6].affiliations[1].institution_ids	https://openalex.org/I177639307
authorships[6].affiliations[1].raw_affiliation_string	University of Dundee
authorships[6].institutions[0].id	https://openalex.org/I177639307
authorships[6].institutions[0].ror	https://ror.org/03h2bxq36
authorships[6].institutions[0].type	education
authorships[6].institutions[0].lineage	https://openalex.org/I177639307
authorships[6].institutions[0].country_code	GB
authorships[6].institutions[0].display_name	University of Dundee
authorships[6].institutions[1].id	https://openalex.org/I4210116966
authorships[6].institutions[1].ror	https://ror.org/02fsfnf94
authorships[6].institutions[1].type	facility
authorships[6].institutions[1].lineage	https://openalex.org/I1313323035, https://openalex.org/I4210116966, https://openalex.org/I4210129690
authorships[6].institutions[1].country_code	RU
authorships[6].institutions[1].display_name	Institute of Molecular and Cell Biology
authorships[6].author_position	middle
authorships[6].raw_author_name	Jean-Marie Burel
authorships[6].is_corresponding	False
authorships[6].raw_affiliation_strings	Divisions of Molecular Cell and Developmental Biology, University of Dundee
authorships[7].author.id	https://openalex.org/A5023757066
authorships[7].author.orcid	https://orcid.org/0000-0002-9583-9022
authorships[7].author.display_name	Xavier Casas Moreno
authorships[7].countries	SE
authorships[7].affiliations[0].institution_ids	https://openalex.org/I2800139495, https://openalex.org/I86987016
authorships[7].affiliations[0].raw_affiliation_string	Science for Life Laboratory, KTH Royal Institute of Technology
authorships[7].institutions[0].id	https://openalex.org/I86987016
authorships[7].institutions[0].ror	https://ror.org/026vcq606
authorships[7].institutions[0].type	education
authorships[7].institutions[0].lineage	https://openalex.org/I86987016
authorships[7].institutions[0].country_code	SE
authorships[7].institutions[0].display_name	KTH Royal Institute of Technology
authorships[7].institutions[1].id	https://openalex.org/I2800139495
authorships[7].institutions[1].ror	https://ror.org/04ev03g22
authorships[7].institutions[1].type	facility
authorships[7].institutions[1].lineage	https://openalex.org/I2800139495
authorships[7].institutions[1].country_code	SE
authorships[7].institutions[1].display_name	Science for Life Laboratory
authorships[7].author_position	middle
authorships[7].raw_author_name	Xavier Casas Moreno
authorships[7].is_corresponding	False
authorships[7].raw_affiliation_strings	Science for Life Laboratory, KTH Royal Institute of Technology
authorships[8].author.id	https://openalex.org/A5012892382
authorships[8].author.orcid	https://orcid.org/0000-0001-5877-3012
authorships[8].author.display_name	Gustavo de Medeiros
authorships[8].countries	CH
authorships[8].affiliations[0].institution_ids	https://openalex.org/I860889466
authorships[8].affiliations[0].raw_affiliation_string	Friedrich Miescher Institute for Biomedical Imaging
authorships[8].institutions[0].id	https://openalex.org/I860889466
authorships[8].institutions[0].ror	https://ror.org/01bmjkv45
authorships[8].institutions[0].type	facility
authorships[8].institutions[0].lineage	https://openalex.org/I860889466
authorships[8].institutions[0].country_code	CH
authorships[8].institutions[0].display_name	Friedrich Miescher Institute
authorships[8].author_position	middle
authorships[8].raw_author_name	Gustavo de Medeiros
authorships[8].is_corresponding	False
authorships[8].raw_affiliation_strings	Friedrich Miescher Institute for Biomedical Imaging
authorships[9].author.id	https://openalex.org/A5054301169
authorships[9].author.orcid	https://orcid.org/0000-0003-2526-3512
authorships[9].author.display_name	Erin E. Diel
authorships[9].countries	ES
authorships[9].affiliations[0].institution_ids	https://openalex.org/I97750245
authorships[9].affiliations[0].raw_affiliation_string	Glencoe Software Inc
authorships[9].institutions[0].id	https://openalex.org/I97750245
authorships[9].institutions[0].ror	https://ror.org/02ethns06
authorships[9].institutions[0].type	company
authorships[9].institutions[0].lineage	https://openalex.org/I4210087817, https://openalex.org/I97750245
authorships[9].institutions[0].country_code	ES
authorships[9].institutions[0].display_name	Software (Spain)
authorships[9].author_position	middle
authorships[9].raw_author_name	Erin E. Diel
authorships[9].is_corresponding	False
authorships[9].raw_affiliation_strings	Glencoe Software Inc
authorships[10].author.id	https://openalex.org/A5089052864
authorships[10].author.orcid
authorships[10].author.display_name	David Gault
authorships[10].countries	GB, RU
authorships[10].affiliations[0].institution_ids	https://openalex.org/I177639307
authorships[10].affiliations[0].raw_affiliation_string	University of Dundee
authorships[10].affiliations[1].institution_ids	https://openalex.org/I4210116966
authorships[10].affiliations[1].raw_affiliation_string	Divisions of Molecular Cell and Developmental Biology
authorships[10].institutions[0].id	https://openalex.org/I177639307
authorships[10].institutions[0].ror	https://ror.org/03h2bxq36
authorships[10].institutions[0].type	education
authorships[10].institutions[0].lineage	https://openalex.org/I177639307
authorships[10].institutions[0].country_code	GB
authorships[10].institutions[0].display_name	University of Dundee
authorships[10].institutions[1].id	https://openalex.org/I4210116966
authorships[10].institutions[1].ror	https://ror.org/02fsfnf94
authorships[10].institutions[1].type	facility
authorships[10].institutions[1].lineage	https://openalex.org/I1313323035, https://openalex.org/I4210116966, https://openalex.org/I4210129690
authorships[10].institutions[1].country_code	RU
authorships[10].institutions[1].display_name	Institute of Molecular and Cell Biology
authorships[10].author_position	middle
authorships[10].raw_author_name	David Gault
authorships[10].is_corresponding	False
authorships[10].raw_affiliation_strings	Divisions of Molecular Cell and Developmental Biology, University of Dundee
authorships[11].author.id	https://openalex.org/A5051194003
authorships[11].author.orcid	https://orcid.org/0000-0002-5312-6729
authorships[11].author.display_name	Satrajit Ghosh
authorships[11].countries	US
authorships[11].affiliations[0].institution_ids	https://openalex.org/I63966007
authorships[11].affiliations[0].raw_affiliation_string	Massachusetts Institute of Technology: Cambridge
authorships[11].institutions[0].id	https://openalex.org/I63966007
authorships[11].institutions[0].ror	https://ror.org/042nb2s44
authorships[11].institutions[0].type	education
authorships[11].institutions[0].lineage	https://openalex.org/I63966007
authorships[11].institutions[0].country_code	US
authorships[11].institutions[0].display_name	Massachusetts Institute of Technology
authorships[11].author_position	middle
authorships[11].raw_author_name	Satrajit S. Ghosh
authorships[11].is_corresponding	False
authorships[11].raw_affiliation_strings	Massachusetts Institute of Technology: Cambridge
authorships[12].author.id	https://openalex.org/A5086838081
authorships[12].author.orcid	https://orcid.org/0000-0002-5823-1026
authorships[12].author.display_name	Ilan Gold
authorships[12].countries	US
authorships[12].affiliations[0].institution_ids	https://openalex.org/I136199984
authorships[12].affiliations[0].raw_affiliation_string	Harvard Medical School
authorships[12].institutions[0].id	https://openalex.org/I136199984
authorships[12].institutions[0].ror	https://ror.org/03vek6s52
authorships[12].institutions[0].type	education
authorships[12].institutions[0].lineage	https://openalex.org/I136199984
authorships[12].institutions[0].country_code	US
authorships[12].institutions[0].display_name	Harvard University
authorships[12].author_position	middle
authorships[12].raw_author_name	Ilan Gold
authorships[12].is_corresponding	False
authorships[12].raw_affiliation_strings	Harvard Medical School
authorships[13].author.id	https://openalex.org/A5074058957
authorships[13].author.orcid	https://orcid.org/0000-0003-3456-2493
authorships[13].author.display_name	Yaroslav O. Halchenko
authorships[13].countries	GB, US
authorships[13].affiliations[0].institution_ids	https://openalex.org/I107672454, https://openalex.org/I4210166639
authorships[13].affiliations[0].raw_affiliation_string	Dartmouth College
authorships[13].institutions[0].id	https://openalex.org/I4210166639
authorships[13].institutions[0].ror	https://ror.org/02j3qj605
authorships[13].institutions[0].type	healthcare
authorships[13].institutions[0].lineage	https://openalex.org/I4210166639
authorships[13].institutions[0].country_code	GB
authorships[13].institutions[0].display_name	Dartmouth Hospital
authorships[13].institutions[1].id	https://openalex.org/I107672454
authorships[13].institutions[1].ror	https://ror.org/049s0rh22
authorships[13].institutions[1].type	education
authorships[13].institutions[1].lineage	https://openalex.org/I107672454
authorships[13].institutions[1].country_code	US
authorships[13].institutions[1].display_name	Dartmouth College
authorships[13].author_position	middle
authorships[13].raw_author_name	Yaroslav O. Halchenko
authorships[13].is_corresponding	False
authorships[13].raw_affiliation_strings	Dartmouth College
authorships[14].author.id	https://openalex.org/A5055606383
authorships[14].author.orcid	https://orcid.org/0000-0001-6178-2884
authorships[14].author.display_name	Matthew Hartley
authorships[14].countries	GB
authorships[14].affiliations[0].institution_ids	https://openalex.org/I1303153112
authorships[14].affiliations[0].raw_affiliation_string	European Molecular Biology Laboratory, European Bioinformatics Institute
authorships[14].institutions[0].id	https://openalex.org/I1303153112
authorships[14].institutions[0].ror	https://ror.org/02catss52
authorships[14].institutions[0].type	facility
authorships[14].institutions[0].lineage	https://openalex.org/I1303153112, https://openalex.org/I4210138560
authorships[14].institutions[0].country_code	GB
authorships[14].institutions[0].display_name	European Bioinformatics Institute
authorships[14].author_position	middle
authorships[14].raw_author_name	Matthew Hartley
authorships[14].is_corresponding	False
authorships[14].raw_affiliation_strings	European Molecular Biology Laboratory, European Bioinformatics Institute
authorships[15].author.id	https://openalex.org/A5089480890
authorships[15].author.orcid	https://orcid.org/0000-0002-8086-812X
authorships[15].author.display_name	Dave Horsfall
authorships[15].countries	GB
authorships[15].affiliations[0].institution_ids	https://openalex.org/I84884186
authorships[15].affiliations[0].raw_affiliation_string	Biosciences Institute, Newcastle University
authorships[15].institutions[0].id	https://openalex.org/I84884186
authorships[15].institutions[0].ror	https://ror.org/01kj2bm70
authorships[15].institutions[0].type	education
authorships[15].institutions[0].lineage	https://openalex.org/I84884186
authorships[15].institutions[0].country_code	GB
authorships[15].institutions[0].display_name	Newcastle University
authorships[15].author_position	middle
authorships[15].raw_author_name	Dave Horsfall
authorships[15].is_corresponding	False
authorships[15].raw_affiliation_strings	Biosciences Institute, Newcastle University
authorships[16].author.id	https://openalex.org/A5086065061
authorships[16].author.orcid	https://orcid.org/0000-0003-3003-874X
authorships[16].author.display_name	Mark S. Keller
authorships[16].countries	US
authorships[16].affiliations[0].institution_ids	https://openalex.org/I136199984
authorships[16].affiliations[0].raw_affiliation_string	Harvard Medical School
authorships[16].institutions[0].id	https://openalex.org/I136199984
authorships[16].institutions[0].ror	https://ror.org/03vek6s52
authorships[16].institutions[0].type	education
authorships[16].institutions[0].lineage	https://openalex.org/I136199984
authorships[16].institutions[0].country_code	US
authorships[16].institutions[0].display_name	Harvard University
authorships[16].author_position	middle
authorships[16].raw_author_name	Mark S. Keller
authorships[16].is_corresponding	False
authorships[16].raw_affiliation_strings	Harvard Medical School
authorships[17].author.id	https://openalex.org/A5018254854
authorships[17].author.orcid	https://orcid.org/0000-0002-9558-6248
authorships[17].author.display_name	Mark Kittisopikul
authorships[17].countries	US
authorships[17].affiliations[0].institution_ids	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[17].affiliations[0].raw_affiliation_string	Janelia Research Campus, Howard Hughes Medical Institute
authorships[17].institutions[0].id	https://openalex.org/I1344073410
authorships[17].institutions[0].ror	https://ror.org/006w34k90
authorships[17].institutions[0].type	facility
authorships[17].institutions[0].lineage	https://openalex.org/I1344073410
authorships[17].institutions[0].country_code	US
authorships[17].institutions[0].display_name	Howard Hughes Medical Institute
authorships[17].institutions[1].id	https://openalex.org/I195573530
authorships[17].institutions[1].ror	https://ror.org/013sk6x84
authorships[17].institutions[1].type	facility
authorships[17].institutions[1].lineage	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[17].institutions[1].country_code	US
authorships[17].institutions[1].display_name	Janelia Research Campus
authorships[17].author_position	middle
authorships[17].raw_author_name	Mark Kittisopikul
authorships[17].is_corresponding	False
authorships[17].raw_affiliation_strings	Janelia Research Campus, Howard Hughes Medical Institute
authorships[18].author.id	https://openalex.org/A5064289821
authorships[18].author.orcid	https://orcid.org/0000-0003-1779-775X
authorships[18].author.display_name	Gabor Kovacs
authorships[18].countries	US
authorships[18].affiliations[0].institution_ids	https://openalex.org/I4210140341
authorships[18].affiliations[0].raw_affiliation_string	Allen Institute for Neural Dynamics
authorships[18].institutions[0].id	https://openalex.org/I4210140341
authorships[18].institutions[0].ror	https://ror.org/03cpe7c52
authorships[18].institutions[0].type	nonprofit
authorships[18].institutions[0].lineage	https://openalex.org/I4210140341
authorships[18].institutions[0].country_code	US
authorships[18].institutions[0].display_name	Allen Institute
authorships[18].author_position	middle
authorships[18].raw_author_name	Gabor Kovacs
authorships[18].is_corresponding	False
authorships[18].raw_affiliation_strings	Allen Institute for Neural Dynamics
authorships[19].author.id	https://openalex.org/A5090627267
authorships[19].author.orcid	https://orcid.org/0000-0001-6191-5069
authorships[19].author.display_name	A. Yoldaş
authorships[19].countries	GB
authorships[19].affiliations[0].institution_ids	https://openalex.org/I1303153112
authorships[19].affiliations[0].raw_affiliation_string	European Molecular Biology Laboratory, European Bioinformatics Institute
authorships[19].institutions[0].id	https://openalex.org/I1303153112
authorships[19].institutions[0].ror	https://ror.org/02catss52
authorships[19].institutions[0].type	facility
authorships[19].institutions[0].lineage	https://openalex.org/I1303153112, https://openalex.org/I4210138560
authorships[19].institutions[0].country_code	GB
authorships[19].institutions[0].display_name	European Bioinformatics Institute
authorships[19].author_position	middle
authorships[19].raw_author_name	Aybüke Küpcü Yoldaş
authorships[19].is_corresponding	False
authorships[19].raw_affiliation_strings	European Molecular Biology Laboratory, European Bioinformatics Institute
authorships[20].author.id	https://openalex.org/A5058814000
authorships[20].author.orcid	https://orcid.org/0000-0001-9455-2153
authorships[20].author.display_name	Koji Kyoda
authorships[20].countries	JP
authorships[20].affiliations[0].institution_ids	https://openalex.org/I4210116810
authorships[20].affiliations[0].raw_affiliation_string	RIKEN Center for Biosystems Dynamics Research
authorships[20].institutions[0].id	https://openalex.org/I4210116810
authorships[20].institutions[0].ror	https://ror.org/023rffy11
authorships[20].institutions[0].type	facility
authorships[20].institutions[0].lineage	https://openalex.org/I4210110652, https://openalex.org/I4210116810
authorships[20].institutions[0].country_code	JP
authorships[20].institutions[0].display_name	RIKEN Center for Biosystems Dynamics Research
authorships[20].author_position	middle
authorships[20].raw_author_name	Koji Kyoda
authorships[20].is_corresponding	False
authorships[20].raw_affiliation_strings	RIKEN Center for Biosystems Dynamics Research
authorships[21].author.id	https://openalex.org/A5033418164
authorships[21].author.orcid	https://orcid.org/0000-0001-7394-8941
authorships[21].author.display_name	Albane le Tournoulx de la Villegeorges
authorships[21].countries	FR
authorships[21].affiliations[0].institution_ids	https://openalex.org/I4210166223
authorships[21].affiliations[0].raw_affiliation_string	scalable minds GmbH
authorships[21].institutions[0].id	https://openalex.org/I4210166223
authorships[21].institutions[0].ror	https://ror.org/05rqwc876
authorships[21].institutions[0].type	facility
authorships[21].institutions[0].lineage	https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2279609970, https://openalex.org/I3018718406, https://openalex.org/I4210150854, https://openalex.org/I4210166223
authorships[21].institutions[0].country_code	FR
authorships[21].institutions[0].display_name	Sciences Cognitives et Sciences Affectives
authorships[21].author_position	middle
authorships[21].raw_author_name	Albane le Tournoulx de la Villegeorges
authorships[21].is_corresponding	False
authorships[21].raw_affiliation_strings	scalable minds GmbH
authorships[22].author.id	https://openalex.org/A5049119029
authorships[22].author.orcid	https://orcid.org/0000-0002-8240-4476
authorships[22].author.display_name	Tong Li
authorships[22].countries	GB
authorships[22].affiliations[0].institution_ids	https://openalex.org/I2802476451
authorships[22].affiliations[0].raw_affiliation_string	Wellcome Sanger Institute
authorships[22].institutions[0].id	https://openalex.org/I2802476451
authorships[22].institutions[0].ror	https://ror.org/05cy4wa09
authorships[22].institutions[0].type	nonprofit
authorships[22].institutions[0].lineage	https://openalex.org/I2802476451, https://openalex.org/I87048295
authorships[22].institutions[0].country_code	GB
authorships[22].institutions[0].display_name	Wellcome Sanger Institute
authorships[22].author_position	middle
authorships[22].raw_author_name	Tong Li
authorships[22].is_corresponding	False
authorships[22].raw_affiliation_strings	Wellcome Sanger Institute
authorships[23].author.id	https://openalex.org/A5053862797
authorships[23].author.orcid	https://orcid.org/0000-0003-0695-6081
authorships[23].author.display_name	Prisca Liberali
authorships[23].countries	CH
authorships[23].affiliations[0].institution_ids	https://openalex.org/I860889466
authorships[23].affiliations[0].raw_affiliation_string	Friedrich Miescher Institute for Biomedical Imaging
authorships[23].institutions[0].id	https://openalex.org/I860889466
authorships[23].institutions[0].ror	https://ror.org/01bmjkv45
authorships[23].institutions[0].type	facility
authorships[23].institutions[0].lineage	https://openalex.org/I860889466
authorships[23].institutions[0].country_code	CH
authorships[23].institutions[0].display_name	Friedrich Miescher Institute
authorships[23].author_position	middle
authorships[23].raw_author_name	Prisca Liberali
authorships[23].is_corresponding	False
authorships[23].raw_affiliation_strings	Friedrich Miescher Institute for Biomedical Imaging
authorships[24].author.id	https://openalex.org/A5038127431
authorships[24].author.orcid	https://orcid.org/0000-0001-8038-1250
authorships[24].author.display_name	Dominik Lindner
authorships[24].countries	GB, RU
authorships[24].affiliations[0].institution_ids	https://openalex.org/I177639307
authorships[24].affiliations[0].raw_affiliation_string	University of Dundee
authorships[24].affiliations[1].institution_ids	https://openalex.org/I4210116966
authorships[24].affiliations[1].raw_affiliation_string	Divisions of Molecular Cell and Developmental Biology
authorships[24].institutions[0].id	https://openalex.org/I177639307
authorships[24].institutions[0].ror	https://ror.org/03h2bxq36
authorships[24].institutions[0].type	education
authorships[24].institutions[0].lineage	https://openalex.org/I177639307
authorships[24].institutions[0].country_code	GB
authorships[24].institutions[0].display_name	University of Dundee
authorships[24].institutions[1].id	https://openalex.org/I4210116966
authorships[24].institutions[1].ror	https://ror.org/02fsfnf94
authorships[24].institutions[1].type	facility
authorships[24].institutions[1].lineage	https://openalex.org/I1313323035, https://openalex.org/I4210116966, https://openalex.org/I4210129690
authorships[24].institutions[1].country_code	RU
authorships[24].institutions[1].display_name	Institute of Molecular and Cell Biology
authorships[24].author_position	middle
authorships[24].raw_author_name	Dominik Lindner
authorships[24].is_corresponding	False
authorships[24].raw_affiliation_strings	Divisions of Molecular Cell and Developmental Biology, University of Dundee
authorships[25].author.id	https://openalex.org/A5003687873
authorships[25].author.orcid
authorships[25].author.display_name	Melissa Linkert
authorships[25].countries	ES
authorships[25].affiliations[0].institution_ids	https://openalex.org/I97750245
authorships[25].affiliations[0].raw_affiliation_string	Glencoe Software Inc
authorships[25].institutions[0].id	https://openalex.org/I97750245
authorships[25].institutions[0].ror	https://ror.org/02ethns06
authorships[25].institutions[0].type	company
authorships[25].institutions[0].lineage	https://openalex.org/I4210087817, https://openalex.org/I97750245
authorships[25].institutions[0].country_code	ES
authorships[25].institutions[0].display_name	Software (Spain)
authorships[25].author_position	middle
authorships[25].raw_author_name	Melissa Linkert
authorships[25].is_corresponding	False
authorships[25].raw_affiliation_strings	Glencoe Software Inc
authorships[26].author.id	https://openalex.org/A5059192374
authorships[26].author.orcid	https://orcid.org/0000-0003-3023-170X
authorships[26].author.display_name	Joel Lüthi
authorships[26].countries	CH
authorships[26].affiliations[0].institution_ids	https://openalex.org/I860889466
authorships[26].affiliations[0].raw_affiliation_string	Friedrich Miescher Institute for Biomedical Imaging
authorships[26].institutions[0].id	https://openalex.org/I860889466
authorships[26].institutions[0].ror	https://ror.org/01bmjkv45
authorships[26].institutions[0].type	facility
authorships[26].institutions[0].lineage	https://openalex.org/I860889466
authorships[26].institutions[0].country_code	CH
authorships[26].institutions[0].display_name	Friedrich Miescher Institute
authorships[26].author_position	middle
authorships[26].raw_author_name	Joel Lüthi
authorships[26].is_corresponding	False
authorships[26].raw_affiliation_strings	Friedrich Miescher Institute for Biomedical Imaging
authorships[27].author.id	https://openalex.org/A5011172118
authorships[27].author.orcid	https://orcid.org/0000-0001-8453-7961
authorships[27].author.display_name	Jeremy Maitin-Shepard
authorships[27].countries	US
authorships[27].affiliations[0].institution_ids	https://openalex.org/I1291425158
authorships[27].affiliations[0].raw_affiliation_string	Google Research
authorships[27].institutions[0].id	https://openalex.org/I1291425158
authorships[27].institutions[0].ror	https://ror.org/00njsd438
authorships[27].institutions[0].type	company
authorships[27].institutions[0].lineage	https://openalex.org/I1291425158, https://openalex.org/I4210128969
authorships[27].institutions[0].country_code	US
authorships[27].institutions[0].display_name	Google (United States)
authorships[27].author_position	middle
authorships[27].raw_author_name	Jeremy Maitin-Shepard
authorships[27].is_corresponding	False
authorships[27].raw_affiliation_strings	Google Research
authorships[28].author.id	https://openalex.org/A5057253726
authorships[28].author.orcid	https://orcid.org/0000-0001-7694-5164
authorships[28].author.display_name	Trevor Manz
authorships[28].countries	US
authorships[28].affiliations[0].institution_ids	https://openalex.org/I136199984
authorships[28].affiliations[0].raw_affiliation_string	Harvard Medical School
authorships[28].institutions[0].id	https://openalex.org/I136199984
authorships[28].institutions[0].ror	https://ror.org/03vek6s52
authorships[28].institutions[0].type	education
authorships[28].institutions[0].lineage	https://openalex.org/I136199984
authorships[28].institutions[0].country_code	US
authorships[28].institutions[0].display_name	Harvard University
authorships[28].author_position	middle
authorships[28].raw_author_name	Trevor Manz
authorships[28].is_corresponding	False
authorships[28].raw_affiliation_strings	Harvard Medical School
authorships[29].author.id	https://openalex.org/A5025605769
authorships[29].author.orcid	https://orcid.org/0000-0003-3198-1326
authorships[29].author.display_name	Luca Marconato
authorships[29].affiliations[0].raw_affiliation_string	European Molecular Biology Laboratory (EMBL)
authorships[29].author_position	middle
authorships[29].raw_author_name	Luca Marconato
authorships[29].is_corresponding	False
authorships[29].raw_affiliation_strings	European Molecular Biology Laboratory (EMBL)
authorships[30].author.id	https://openalex.org/A5064472371
authorships[30].author.orcid	https://orcid.org/0000-0001-9475-3756
authorships[30].author.display_name	Matthew McCormick
authorships[30].countries	US
authorships[30].affiliations[0].institution_ids	https://openalex.org/I74786994
authorships[30].affiliations[0].raw_affiliation_string	Kitware
authorships[30].institutions[0].id	https://openalex.org/I74786994
authorships[30].institutions[0].ror	https://ror.org/02s2acn37
authorships[30].institutions[0].type	company
authorships[30].institutions[0].lineage	https://openalex.org/I74786994
authorships[30].institutions[0].country_code	US
authorships[30].institutions[0].display_name	Kitware (United States)
authorships[30].author_position	middle
authorships[30].raw_author_name	Matthew McCormick
authorships[30].is_corresponding	False
authorships[30].raw_affiliation_strings	Kitware
authorships[31].author.id	https://openalex.org/A5010017042
authorships[31].author.orcid	https://orcid.org/0000-0003-0534-4374
authorships[31].author.display_name	Merlin Lange
authorships[31].countries	US
authorships[31].affiliations[0].institution_ids	https://openalex.org/I4210121800
authorships[31].affiliations[0].raw_affiliation_string	Chan Zuckerberg Biohub
authorships[31].institutions[0].id	https://openalex.org/I4210121800
authorships[31].institutions[0].ror	https://ror.org/02qenvm24
authorships[31].institutions[0].type	company
authorships[31].institutions[0].lineage	https://openalex.org/I4210121800
authorships[31].institutions[0].country_code	US
authorships[31].institutions[0].display_name	Chan Zuckerberg Initiative (United States)
authorships[31].author_position	middle
authorships[31].raw_author_name	Merlin Lange
authorships[31].is_corresponding	False
authorships[31].raw_affiliation_strings	Chan Zuckerberg Biohub
authorships[32].author.id	https://openalex.org/A5015242846
authorships[32].author.orcid	https://orcid.org/0000-0003-1480-8695
authorships[32].author.display_name	Khaled Mohamed
authorships[32].countries	GB, RU
authorships[32].affiliations[0].institution_ids	https://openalex.org/I4210116966
authorships[32].affiliations[0].raw_affiliation_string	Divisions of Molecular Cell and Developmental Biology
authorships[32].affiliations[1].institution_ids	https://openalex.org/I177639307
authorships[32].affiliations[1].raw_affiliation_string	University of Dundee
authorships[32].institutions[0].id	https://openalex.org/I177639307
authorships[32].institutions[0].ror	https://ror.org/03h2bxq36
authorships[32].institutions[0].type	education
authorships[32].institutions[0].lineage	https://openalex.org/I177639307
authorships[32].institutions[0].country_code	GB
authorships[32].institutions[0].display_name	University of Dundee
authorships[32].institutions[1].id	https://openalex.org/I4210116966
authorships[32].institutions[1].ror	https://ror.org/02fsfnf94
authorships[32].institutions[1].type	facility
authorships[32].institutions[1].lineage	https://openalex.org/I1313323035, https://openalex.org/I4210116966, https://openalex.org/I4210129690
authorships[32].institutions[1].country_code	RU
authorships[32].institutions[1].display_name	Institute of Molecular and Cell Biology
authorships[32].author_position	middle
authorships[32].raw_author_name	Khaled Mohamed
authorships[32].is_corresponding	False
authorships[32].raw_affiliation_strings	Divisions of Molecular Cell and Developmental Biology, University of Dundee
authorships[33].author.id	https://openalex.org/A5032873940
authorships[33].author.orcid	https://orcid.org/0000-0002-7264-8338
authorships[33].author.display_name	William J. Moore
authorships[33].countries	GB, RU
authorships[33].affiliations[0].institution_ids	https://openalex.org/I177639307
authorships[33].affiliations[0].raw_affiliation_string	University of Dundee
authorships[33].affiliations[1].institution_ids	https://openalex.org/I4210116966
authorships[33].affiliations[1].raw_affiliation_string	Divisions of Molecular Cell and Developmental Biology
authorships[33].institutions[0].id	https://openalex.org/I177639307
authorships[33].institutions[0].ror	https://ror.org/03h2bxq36
authorships[33].institutions[0].type	education
authorships[33].institutions[0].lineage	https://openalex.org/I177639307
authorships[33].institutions[0].country_code	GB
authorships[33].institutions[0].display_name	University of Dundee
authorships[33].institutions[1].id	https://openalex.org/I4210116966
authorships[33].institutions[1].ror	https://ror.org/02fsfnf94
authorships[33].institutions[1].type	facility
authorships[33].institutions[1].lineage	https://openalex.org/I1313323035, https://openalex.org/I4210116966, https://openalex.org/I4210129690
authorships[33].institutions[1].country_code	RU
authorships[33].institutions[1].display_name	Institute of Molecular and Cell Biology
authorships[33].author_position	middle
authorships[33].raw_author_name	William Moore
authorships[33].is_corresponding	False
authorships[33].raw_affiliation_strings	Divisions of Molecular Cell and Developmental Biology, University of Dundee
authorships[34].author.id	https://openalex.org/A5045857974
authorships[34].author.orcid	https://orcid.org/0000-0003-1970-3198
authorships[34].author.display_name	Nils Norlin
authorships[34].countries	SE
authorships[34].affiliations[0].institution_ids	https://openalex.org/I187531555
authorships[34].affiliations[0].raw_affiliation_string	Department of Experimental Medical Science & Lund Bioimaging Centre, Lund University
authorships[34].institutions[0].id	https://openalex.org/I187531555
authorships[34].institutions[0].ror	https://ror.org/012a77v79
authorships[34].institutions[0].type	education
authorships[34].institutions[0].lineage	https://openalex.org/I187531555
authorships[34].institutions[0].country_code	SE
authorships[34].institutions[0].display_name	Lund University
authorships[34].author_position	middle
authorships[34].raw_author_name	Nils Norlin
authorships[34].is_corresponding	False
authorships[34].raw_affiliation_strings	Department of Experimental Medical Science & Lund Bioimaging Centre, Lund University
authorships[35].author.id	https://openalex.org/A5069299119
authorships[35].author.orcid	https://orcid.org/0000-0002-0291-926X
authorships[35].author.display_name	Wei Ouyang
authorships[35].countries	SE
authorships[35].affiliations[0].institution_ids	https://openalex.org/I2800139495, https://openalex.org/I86987016
authorships[35].affiliations[0].raw_affiliation_string	Science for Life Laboratory, KTH Royal Institute of Technology
authorships[35].institutions[0].id	https://openalex.org/I86987016
authorships[35].institutions[0].ror	https://ror.org/026vcq606
authorships[35].institutions[0].type	education
authorships[35].institutions[0].lineage	https://openalex.org/I86987016
authorships[35].institutions[0].country_code	SE
authorships[35].institutions[0].display_name	KTH Royal Institute of Technology
authorships[35].institutions[1].id	https://openalex.org/I2800139495
authorships[35].institutions[1].ror	https://ror.org/04ev03g22
authorships[35].institutions[1].type	facility
authorships[35].institutions[1].lineage	https://openalex.org/I2800139495
authorships[35].institutions[1].country_code	SE
authorships[35].institutions[1].display_name	Science for Life Laboratory
authorships[35].author_position	middle
authorships[35].raw_author_name	Wei Ouyang
authorships[35].is_corresponding	False
authorships[35].raw_affiliation_strings	Science for Life Laboratory, KTH Royal Institute of Technology
authorships[36].author.id	https://openalex.org/A5059728637
authorships[36].author.orcid	https://orcid.org/0000-0001-9823-0581
authorships[36].author.display_name	Buğra Özdemir
authorships[36].countries	HK
authorships[36].affiliations[0].institution_ids	https://openalex.org/I4210091318
authorships[36].affiliations[0].raw_affiliation_string	Euro-BioImaging Bio-Hub
authorships[36].institutions[0].id	https://openalex.org/I4210091318
authorships[36].institutions[0].ror	https://ror.org/00k388f40
authorships[36].institutions[0].type	company
authorships[36].institutions[0].lineage	https://openalex.org/I4210091318
authorships[36].institutions[0].country_code	HK
authorships[36].institutions[0].display_name	NanoBioImaging (China)
authorships[36].author_position	middle
authorships[36].raw_author_name	Bugra Özdemir
authorships[36].is_corresponding	False
authorships[36].raw_affiliation_strings	Euro-BioImaging Bio-Hub
authorships[37].author.id	https://openalex.org/A5073532565
authorships[37].author.orcid	https://orcid.org/0000-0002-8004-4462
authorships[37].author.display_name	Giovanni Palla
authorships[37].affiliations[0].raw_affiliation_string	Institute of Computational Biology
authorships[37].author_position	middle
authorships[37].raw_author_name	Giovanni Palla
authorships[37].is_corresponding	False
authorships[37].raw_affiliation_strings	Institute of Computational Biology
authorships[38].author.id	https://openalex.org/A5023230414
authorships[38].author.orcid	https://orcid.org/0000-0001-6562-7187
authorships[38].author.display_name	Constantin Pape
authorships[38].countries	DE
authorships[38].affiliations[0].institution_ids	https://openalex.org/I74656192
authorships[38].affiliations[0].raw_affiliation_string	Georg-August Universität Göttingen
authorships[38].institutions[0].id	https://openalex.org/I74656192
authorships[38].institutions[0].ror	https://ror.org/01y9bpm73
authorships[38].institutions[0].type	education
authorships[38].institutions[0].lineage	https://openalex.org/I74656192
authorships[38].institutions[0].country_code	DE
authorships[38].institutions[0].display_name	University of Göttingen
authorships[38].author_position	middle
authorships[38].raw_author_name	Constantin Pape
authorships[38].is_corresponding	False
authorships[38].raw_affiliation_strings	Georg-August Universität Göttingen
authorships[39].author.id	https://openalex.org/A5029069228
authorships[39].author.orcid	https://orcid.org/0000-0002-6754-9730
authorships[39].author.display_name	Lucas Pelkmans
authorships[39].countries	CH
authorships[39].affiliations[0].institution_ids	https://openalex.org/I202697423
authorships[39].affiliations[0].raw_affiliation_string	University of Zurich
authorships[39].institutions[0].id	https://openalex.org/I202697423
authorships[39].institutions[0].ror	https://ror.org/02crff812
authorships[39].institutions[0].type	education
authorships[39].institutions[0].lineage	https://openalex.org/I202697423
authorships[39].institutions[0].country_code	CH
authorships[39].institutions[0].display_name	University of Zurich
authorships[39].author_position	middle
authorships[39].raw_author_name	Lucas Pelkmans
authorships[39].is_corresponding	False
authorships[39].raw_affiliation_strings	University of Zurich
authorships[40].author.id	https://openalex.org/A5081122949
authorships[40].author.orcid	https://orcid.org/0000-0002-9477-3957
authorships[40].author.display_name	Tobias Pietzsch
authorships[40].countries	US
authorships[40].affiliations[0].institution_ids	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[40].affiliations[0].raw_affiliation_string	Janelia Research Campus, Howard Hughes Medical Institute
authorships[40].institutions[0].id	https://openalex.org/I1344073410
authorships[40].institutions[0].ror	https://ror.org/006w34k90
authorships[40].institutions[0].type	facility
authorships[40].institutions[0].lineage	https://openalex.org/I1344073410
authorships[40].institutions[0].country_code	US
authorships[40].institutions[0].display_name	Howard Hughes Medical Institute
authorships[40].institutions[1].id	https://openalex.org/I195573530
authorships[40].institutions[1].ror	https://ror.org/013sk6x84
authorships[40].institutions[1].type	facility
authorships[40].institutions[1].lineage	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[40].institutions[1].country_code	US
authorships[40].institutions[1].display_name	Janelia Research Campus
authorships[40].author_position	middle
authorships[40].raw_author_name	Tobias Pietzsch
authorships[40].is_corresponding	False
authorships[40].raw_affiliation_strings	Janelia Research Campus, Howard Hughes Medical Institute
authorships[41].author.id	https://openalex.org/A5036369136
authorships[41].author.orcid	https://orcid.org/0000-0002-0276-494X
authorships[41].author.display_name	Stephan Preibisch
authorships[41].countries	US
authorships[41].affiliations[0].institution_ids	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[41].affiliations[0].raw_affiliation_string	Janelia Research Campus, Howard Hughes Medical Institute
authorships[41].institutions[0].id	https://openalex.org/I1344073410
authorships[41].institutions[0].ror	https://ror.org/006w34k90
authorships[41].institutions[0].type	facility
authorships[41].institutions[0].lineage	https://openalex.org/I1344073410
authorships[41].institutions[0].country_code	US
authorships[41].institutions[0].display_name	Howard Hughes Medical Institute
authorships[41].institutions[1].id	https://openalex.org/I195573530
authorships[41].institutions[1].ror	https://ror.org/013sk6x84
authorships[41].institutions[1].type	facility
authorships[41].institutions[1].lineage	https://openalex.org/I1344073410, https://openalex.org/I195573530
authorships[41].institutions[1].country_code	US
authorships[41].institutions[1].display_name	Janelia Research Campus
authorships[41].author_position	middle
authorships[41].raw_author_name	Stephan Preibisch
authorships[41].is_corresponding	False
authorships[41].raw_affiliation_strings	Janelia Research Campus, Howard Hughes Medical Institute
authorships[42].author.id	https://openalex.org/A5072947727
authorships[42].author.orcid	https://orcid.org/0000-0002-5946-821X
authorships[42].author.display_name	Martin Prete
authorships[42].countries	GB
authorships[42].affiliations[0].institution_ids	https://openalex.org/I2802476451
authorships[42].affiliations[0].raw_affiliation_string	Wellcome Sanger Institute
authorships[42].institutions[0].id	https://openalex.org/I2802476451
authorships[42].institutions[0].ror	https://ror.org/05cy4wa09
authorships[42].institutions[0].type	nonprofit
authorships[42].institutions[0].lineage	https://openalex.org/I2802476451, https://openalex.org/I87048295
authorships[42].institutions[0].country_code	GB
authorships[42].institutions[0].display_name	Wellcome Sanger Institute
authorships[42].author_position	middle
authorships[42].raw_author_name	Martin Prete
authorships[42].is_corresponding	False
authorships[42].raw_affiliation_strings	Wellcome Sanger Institute
authorships[43].author.id	https://openalex.org/A5022210766
authorships[43].author.orcid	https://orcid.org/0000-0002-8168-7929
authorships[43].author.display_name	Norman Rzepka
authorships[43].countries	FR
authorships[43].affiliations[0].institution_ids	https://openalex.org/I4210166223
authorships[43].affiliations[0].raw_affiliation_string	scalable minds GmbH
authorships[43].institutions[0].id	https://openalex.org/I4210166223
authorships[43].institutions[0].ror	https://ror.org/05rqwc876
authorships[43].institutions[0].type	facility
authorships[43].institutions[0].lineage	https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2279609970, https://openalex.org/I3018718406, https://openalex.org/I4210150854, https://openalex.org/I4210166223
authorships[43].institutions[0].country_code	FR
authorships[43].institutions[0].display_name	Sciences Cognitives et Sciences Affectives
authorships[43].author_position	middle
authorships[43].raw_author_name	Norman Rzepka
authorships[43].is_corresponding	False
authorships[43].raw_affiliation_strings	scalable minds GmbH
authorships[44].author.id	https://openalex.org/A5092434264
authorships[44].author.orcid	https://orcid.org/0009-0006-9305-7146
authorships[44].author.display_name	Sameeul Samee
authorships[44].affiliations[0].raw_affiliation_string	Axle Research and Technology
authorships[44].author_position	middle
authorships[44].raw_author_name	Sameeul Samee
authorships[44].is_corresponding	False
authorships[44].raw_affiliation_strings	Axle Research and Technology
authorships[45].author.id	https://openalex.org/A5042417846
authorships[45].author.orcid	https://orcid.org/0000-0001-6581-7191
authorships[45].author.display_name	Nicholas J. Schaub
authorships[45].countries	US
authorships[45].affiliations[0].institution_ids	https://openalex.org/I1299303238, https://openalex.org/I4210148682
authorships[45].affiliations[0].raw_affiliation_string	Information Technology Branch, National Center for Advancing Translational Science, National Institutes of Health
authorships[45].institutions[0].id	https://openalex.org/I4210148682
authorships[45].institutions[0].ror	https://ror.org/04pw6fb54
authorships[45].institutions[0].type	government
authorships[45].institutions[0].lineage	https://openalex.org/I1299022934, https://openalex.org/I1299303238, https://openalex.org/I4210148682
authorships[45].institutions[0].country_code	US
authorships[45].institutions[0].display_name	National Center for Advancing Translational Sciences
authorships[45].institutions[1].id	https://openalex.org/I1299303238
authorships[45].institutions[1].ror	https://ror.org/01cwqze88
authorships[45].institutions[1].type	government
authorships[45].institutions[1].lineage	https://openalex.org/I1299022934, https://openalex.org/I1299303238
authorships[45].institutions[1].country_code	US
authorships[45].institutions[1].display_name	National Institutes of Health
authorships[45].author_position	middle
authorships[45].raw_author_name	Nicholas Schaub
authorships[45].is_corresponding	False
authorships[45].raw_affiliation_strings	Information Technology Branch, National Center for Advancing Translational Science, National Institutes of Health
authorships[46].author.id	https://openalex.org/A5044137956
authorships[46].author.orcid	https://orcid.org/0000-0003-3532-4809
authorships[46].author.display_name	Hythem Sidky
authorships[46].affiliations[0].raw_affiliation_string	Axle Research and Technology
authorships[46].author_position	middle
authorships[46].raw_author_name	Hythem Sidky
authorships[46].is_corresponding	False
authorships[46].raw_affiliation_strings	Axle Research and Technology
authorships[47].author.id	https://openalex.org/A5027768878
authorships[47].author.orcid	https://orcid.org/0000-0002-1381-8309
authorships[47].author.display_name	Ahmet Can Solak
authorships[47].countries	US
authorships[47].affiliations[0].institution_ids	https://openalex.org/I4210121800
authorships[47].affiliations[0].raw_affiliation_string	Chan Zuckerberg Biohub
authorships[47].institutions[0].id	https://openalex.org/I4210121800
authorships[47].institutions[0].ror	https://ror.org/02qenvm24
authorships[47].institutions[0].type	company
authorships[47].institutions[0].lineage	https://openalex.org/I4210121800
authorships[47].institutions[0].country_code	US
authorships[47].institutions[0].display_name	Chan Zuckerberg Initiative (United States)
authorships[47].author_position	middle
authorships[47].raw_author_name	Ahmet Can Solak
authorships[47].is_corresponding	False
authorships[47].raw_affiliation_strings	Chan Zuckerberg Biohub
authorships[48].author.id	https://openalex.org/A5016747839
authorships[48].author.orcid	https://orcid.org/0000-0001-6802-4103
authorships[48].author.display_name	David R. Stirling
authorships[48].countries	ES
authorships[48].affiliations[0].institution_ids	https://openalex.org/I97750245
authorships[48].affiliations[0].raw_affiliation_string	Glencoe Software Inc
authorships[48].institutions[0].id	https://openalex.org/I97750245
authorships[48].institutions[0].ror	https://ror.org/02ethns06
authorships[48].institutions[0].type	company
authorships[48].institutions[0].lineage	https://openalex.org/I4210087817, https://openalex.org/I97750245
authorships[48].institutions[0].country_code	ES
authorships[48].institutions[0].display_name	Software (Spain)
authorships[48].author_position	middle
authorships[48].raw_author_name	David R. Stirling
authorships[48].is_corresponding	False
authorships[48].raw_affiliation_strings	Glencoe Software Inc
authorships[49].author.id	https://openalex.org/A5029862559
authorships[49].author.orcid	https://orcid.org/0000-0002-5547-5973
authorships[49].author.display_name	Jonathan Striebel
authorships[49].countries	FR
authorships[49].affiliations[0].institution_ids	https://openalex.org/I4210166223
authorships[49].affiliations[0].raw_affiliation_string	scalable minds GmbH
authorships[49].institutions[0].id	https://openalex.org/I4210166223
authorships[49].institutions[0].ror	https://ror.org/05rqwc876
authorships[49].institutions[0].type	facility
authorships[49].institutions[0].lineage	https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2279609970, https://openalex.org/I3018718406, https://openalex.org/I4210150854, https://openalex.org/I4210166223
authorships[49].institutions[0].country_code	FR
authorships[49].institutions[0].display_name	Sciences Cognitives et Sciences Affectives
authorships[49].author_position	middle
authorships[49].raw_author_name	Jonathan Striebel
authorships[49].is_corresponding	False
authorships[49].raw_affiliation_strings	scalable minds GmbH
has_content.pdf	True
has_content.grobid_xml	True
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	OME-Zarr: a cloud-optimized bioimaging file format with international community support
has_fulltext	True
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T12859
primary_topic.field.id	https://openalex.org/fields/13
primary_topic.field.display_name	Biochemistry, Genetics and Molecular Biology
primary_topic.score	0.9998999834060669
primary_topic.domain.id	https://openalex.org/domains/1
primary_topic.domain.display_name	Life Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1304
primary_topic.subfield.display_name	Biophysics
primary_topic.display_name	Cell Image Analysis Techniques
related_works	https://openalex.org/W2185469136, https://openalex.org/W4244478748, https://openalex.org/W4223488648, https://openalex.org/W2134969820, https://openalex.org/W2251605416, https://openalex.org/W1997222214, https://openalex.org/W2560439919, https://openalex.org/W4389340727, https://openalex.org/W3150465815, https://openalex.org/W2011264131
cited_by_count	21
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	6
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	7
counts_by_year[2].year	2023
counts_by_year[2].cited_by_count	8
locations_count	6
best_oa_location.id	doi:10.1101/2023.02.17.528834
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4306402567
best_oa_location.source.issn
best_oa_location.source.type	repository
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	bioRxiv (Cold Spring Harbor Laboratory)
best_oa_location.source.host_organization	https://openalex.org/I2750212522
best_oa_location.source.host_organization_name	Cold Spring Harbor Laboratory
best_oa_location.source.host_organization_lineage	https://openalex.org/I2750212522
best_oa_location.license	cc-by
best_oa_location.pdf_url	https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf
best_oa_location.version	acceptedVersion
best_oa_location.raw_type	posted-content
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.1101/2023.02.17.528834
primary_location.id	doi:10.1101/2023.02.17.528834
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4306402567
primary_location.source.issn
primary_location.source.type	repository
primary_location.source.is_oa	False
primary_location.source.issn_l
primary_location.source.is_core	False
primary_location.source.is_in_doaj	False
primary_location.source.display_name	bioRxiv (Cold Spring Harbor Laboratory)
primary_location.source.host_organization	https://openalex.org/I2750212522
primary_location.source.host_organization_name	Cold Spring Harbor Laboratory
primary_location.source.host_organization_lineage	https://openalex.org/I2750212522
primary_location.license	cc-by
primary_location.pdf_url	https://www.biorxiv.org/content/biorxiv/early/2023/05/07/2023.02.17.528834.full.pdf
primary_location.version	acceptedVersion
primary_location.raw_type	posted-content
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.1101/2023.02.17.528834
publication_date	2023-02-21
publication_year	2023
referenced_works	https://openalex.org/W3005698181, https://openalex.org/W1974694769, https://openalex.org/W2064018809, https://openalex.org/W4309368751, https://openalex.org/W2131298020, https://openalex.org/W2955144441, https://openalex.org/W2625278673, https://openalex.org/W2228548648, https://openalex.org/W4280518672, https://openalex.org/W2509141893, https://openalex.org/W4319303265, https://openalex.org/W3131249490, https://openalex.org/W3024276528, https://openalex.org/W4226051960, https://openalex.org/W3129777601, https://openalex.org/W3173556047, https://openalex.org/W3201820946, https://openalex.org/W2966422204, https://openalex.org/W2922020904, https://openalex.org/W2011301426, https://openalex.org/W2099536383, https://openalex.org/W2121469024, https://openalex.org/W4229557751, https://openalex.org/W1980404382, https://openalex.org/W4310715703, https://openalex.org/W2031502025, https://openalex.org/W6615005153, https://openalex.org/W4280610419, https://openalex.org/W2063815712, https://openalex.org/W2896103138, https://openalex.org/W6743397610, https://openalex.org/W3217102738, https://openalex.org/W2991144311, https://openalex.org/W3114643239, https://openalex.org/W2061939373, https://openalex.org/W1580913419, https://openalex.org/W4232305158, https://openalex.org/W2952860256, https://openalex.org/W4323781630, https://openalex.org/W3160476106, https://openalex.org/W3194359278, https://openalex.org/W2167279371, https://openalex.org/W2470350780, https://openalex.org/W4250572765, https://openalex.org/W3008278762, https://openalex.org/W4307725221, https://openalex.org/W4379390634, https://openalex.org/W2302501749, https://openalex.org/W2641905542, https://openalex.org/W4212959882, https://openalex.org/W3191154272, https://openalex.org/W3099559583, https://openalex.org/W3102532612, https://openalex.org/W3177416381, https://openalex.org/W4319941966, https://openalex.org/W4402926830
referenced_works_count	56
abstract_inverted_index.A	1
abstract_inverted_index.a	6, 38, 51, 94
abstract_inverted_index.an	90
abstract_inverted_index.by	21
abstract_inverted_index.in	82
abstract_inverted_index.is	4
abstract_inverted_index.of	16, 54, 97
abstract_inverted_index.so	107
abstract_inverted_index.to	13, 43, 58, 75, 92
abstract_inverted_index.The	86
abstract_inverted_index.and	18, 28, 70, 79, 111, 115
abstract_inverted_index.for	11
abstract_inverted_index.key	95
abstract_inverted_index.the	22, 60, 83, 98, 102
abstract_inverted_index.–	64, 66
abstract_inverted_index.—	101
abstract_inverted_index.FAIR	77
abstract_inverted_index.Open	23
abstract_inverted_index.This	47
abstract_inverted_index.data	71, 113
abstract_inverted_index.file	8, 103
abstract_inverted_index.have	36
abstract_inverted_index.many	108
abstract_inverted_index.that	105
abstract_inverted_index.wide	52
abstract_inverted_index.with	68
abstract_inverted_index.along	67
abstract_inverted_index.paper	48
abstract_inverted_index.range	53
abstract_inverted_index.these	34, 45
abstract_inverted_index.those	55
abstract_inverted_index.today	74
abstract_inverted_index.tools	69
abstract_inverted_index.unify	93
abstract_inverted_index.(NGFF)	10
abstract_inverted_index.(OME),	26
abstract_inverted_index.access	78
abstract_inverted_index.across	30
abstract_inverted_index.brings	49
abstract_inverted_index.domain	100
abstract_inverted_index.facing	33
abstract_inverted_index.format	9, 39, 62, 104
abstract_inverted_index.global	112
abstract_inverted_index.itself	63
abstract_inverted_index.needs.	46
abstract_inverted_index.offers	89
abstract_inverted_index.remove	80
abstract_inverted_index.tasks.	117
abstract_inverted_index.address	44
abstract_inverted_index.current	87
abstract_inverted_index.diverse	31
abstract_inverted_index.growing	2
abstract_inverted_index.members	57
abstract_inverted_index.process	41
abstract_inverted_index.Abstract	0
abstract_inverted_index.OME-Zarr	65
abstract_inverted_index.analysis	116
abstract_inverted_index.barriers	81
abstract_inverted_index.describe	59
abstract_inverted_index.designed	37
abstract_inverted_index.increase	76
abstract_inverted_index.momentum	88
abstract_inverted_index.overcome	14
abstract_inverted_index.problems	15, 35
abstract_inverted_index.process.	85
abstract_inverted_index.together	50
abstract_inverted_index.Organized	20
abstract_inverted_index.available	73
abstract_inverted_index.community	3, 56
abstract_inverted_index.component	96
abstract_inverted_index.personal,	109
abstract_inverted_index.resources	72
abstract_inverted_index.underlies	106
abstract_inverted_index.(OME-NGFF)	42
abstract_inverted_index.Microscopy	24
abstract_inverted_index.bioimaging	12, 99
abstract_inverted_index.institutes	29
abstract_inverted_index.management	114
abstract_inverted_index.modalities	32
abstract_inverted_index.scientific	84
abstract_inverted_index.Environment	25
abstract_inverted_index.individuals	27
abstract_inverted_index.opportunity	91
abstract_inverted_index.scalability	17
abstract_inverted_index.constructing	5
abstract_inverted_index.specification	40
abstract_inverted_index.heterogeneity.	19
abstract_inverted_index.institutional,	110
abstract_inverted_index.cloud-optimized	61
abstract_inverted_index.next-generation	7
cited_by_percentile_year.max	99
cited_by_percentile_year.min	98
countries_distinct_count	10
institutions_distinct_count	69
sustainable_development_goals[0].id	https://metadata.un.org/sdg/17
sustainable_development_goals[0].score	0.5400000214576721
sustainable_development_goals[0].display_name	Partnerships for the goals
citation_normalized_percentile.value	0.97436041
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True