CyberSco.Py: open-source software for event-based, conditional microscopy Article Swipe
Lionel Chiron
,
Matthias LeBec
,
Céline Cordier
,
Sylvain Pouzet
,
Dimitrije Milunov
,
Alvaro Banderas
,
Jean-Marc Di Meglio
,
Benoît Sorre
,
Pascal Hersen
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1101/2022.03.16.484589
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1101/2022.03.16.484589
Timelapse fluorescence microscopy imaging is routinely used in quantitative cell biology. However, microscopes could become much more powerful investigation systems if they were endowed with simple unsupervised decision-making algorithms to transform them into fully responsive and automated measurement devices. Here, we report CyberSco.Py, Python software for advanced automated timelapse experiments. We provide proof-of-principle of a user-friendly framework that increases the tunability and flexibility when setting up and running fluorescence timelapse microscopy experiments. Importantly, CyberSco.Py combines real-time image analysis with automation capability, which allows users to create conditional, event-based experiments in which the imaging acquisition parameters and the status of various devices can be changed automatically based on the image analysis. We exemplify the relevance of CyberSco.Py to cell biology using several use case experiments with budding yeast. We anticipate that CyberSco.Py could be used to address the growing need for smart microscopy systems to implement more informative quantitative cell biology experiments.
Related Topics
Concepts
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.1101/2022.03.16.484589
- https://www.biorxiv.org/content/biorxiv/early/2022/03/16/2022.03.16.484589.full.pdf
- OA Status
- green
- References
- 23
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4220972554
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4220972554Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1101/2022.03.16.484589Digital Object Identifier
- Title
-
CyberSco.Py: open-source software for event-based, conditional microscopyWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-03-16Full publication date if available
- Authors
-
Lionel Chiron, Matthias LeBec, Céline Cordier, Sylvain Pouzet, Dimitrije Milunov, Alvaro Banderas, Jean-Marc Di Meglio, Benoît Sorre, Pascal HersenList of authors in order
- Landing page
-
https://doi.org/10.1101/2022.03.16.484589Publisher landing page
- PDF URL
-
https://www.biorxiv.org/content/biorxiv/early/2022/03/16/2022.03.16.484589.full.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.biorxiv.org/content/biorxiv/early/2022/03/16/2022.03.16.484589.full.pdfDirect OA link when available
- Concepts
-
Python (programming language), Computer science, Software, Microscopy, Fluorescence microscope, Automation, Flexibility (engineering), Artificial intelligence, Fluorescence, Physics, Programming language, Engineering, Optics, Mathematics, Statistics, Mechanical engineeringTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
23Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4220972554 |
|---|---|
| doi | https://doi.org/10.1101/2022.03.16.484589 |
| ids.doi | https://doi.org/10.1101/2022.03.16.484589 |
| ids.openalex | https://openalex.org/W4220972554 |
| fwci | 0.0 |
| type | preprint |
| title | CyberSco.Py: open-source software for event-based, conditional microscopy |
| 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/T10540 |
| topics[1].field.id | https://openalex.org/fields/13 |
| topics[1].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[1].score | 0.9990000128746033 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1304 |
| topics[1].subfield.display_name | Biophysics |
| topics[1].display_name | Advanced Fluorescence Microscopy Techniques |
| topics[2].id | https://openalex.org/T11289 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.9977999925613403 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1312 |
| topics[2].subfield.display_name | Molecular Biology |
| topics[2].display_name | Single-cell and spatial transcriptomics |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C519991488 |
| concepts[0].level | 2 |
| concepts[0].score | 0.695460855960846 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q28865 |
| concepts[0].display_name | Python (programming language) |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.6670737266540527 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C2777904410 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6211839318275452 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q7397 |
| concepts[2].display_name | Software |
| concepts[3].id | https://openalex.org/C147080431 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5970318913459778 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q1074953 |
| concepts[3].display_name | Microscopy |
| concepts[4].id | https://openalex.org/C169274487 |
| concepts[4].level | 3 |
| concepts[4].score | 0.5536426901817322 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q840211 |
| concepts[4].display_name | Fluorescence microscope |
| concepts[5].id | https://openalex.org/C115901376 |
| concepts[5].level | 2 |
| concepts[5].score | 0.5076559782028198 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q184199 |
| concepts[5].display_name | Automation |
| concepts[6].id | https://openalex.org/C2780598303 |
| concepts[6].level | 2 |
| concepts[6].score | 0.46965423226356506 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q65921492 |
| concepts[6].display_name | Flexibility (engineering) |
| concepts[7].id | https://openalex.org/C154945302 |
| concepts[7].level | 1 |
| concepts[7].score | 0.4473619759082794 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[7].display_name | Artificial intelligence |
| concepts[8].id | https://openalex.org/C91881484 |
| concepts[8].level | 2 |
| concepts[8].score | 0.17749598622322083 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q191807 |
| concepts[8].display_name | Fluorescence |
| concepts[9].id | https://openalex.org/C121332964 |
| concepts[9].level | 0 |
| concepts[9].score | 0.13441771268844604 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[9].display_name | Physics |
| concepts[10].id | https://openalex.org/C199360897 |
| concepts[10].level | 1 |
| concepts[10].score | 0.11135411262512207 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[10].display_name | Programming language |
| concepts[11].id | https://openalex.org/C127413603 |
| concepts[11].level | 0 |
| concepts[11].score | 0.10463178157806396 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[11].display_name | Engineering |
| concepts[12].id | https://openalex.org/C120665830 |
| concepts[12].level | 1 |
| concepts[12].score | 0.09625861048698425 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q14620 |
| concepts[12].display_name | Optics |
| concepts[13].id | https://openalex.org/C33923547 |
| concepts[13].level | 0 |
| concepts[13].score | 0.09303054213523865 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[13].display_name | Mathematics |
| concepts[14].id | https://openalex.org/C105795698 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q12483 |
| concepts[14].display_name | Statistics |
| concepts[15].id | https://openalex.org/C78519656 |
| concepts[15].level | 1 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q101333 |
| concepts[15].display_name | Mechanical engineering |
| keywords[0].id | https://openalex.org/keywords/python |
| keywords[0].score | 0.695460855960846 |
| keywords[0].display_name | Python (programming language) |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.6670737266540527 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/software |
| keywords[2].score | 0.6211839318275452 |
| keywords[2].display_name | Software |
| keywords[3].id | https://openalex.org/keywords/microscopy |
| keywords[3].score | 0.5970318913459778 |
| keywords[3].display_name | Microscopy |
| keywords[4].id | https://openalex.org/keywords/fluorescence-microscope |
| keywords[4].score | 0.5536426901817322 |
| keywords[4].display_name | Fluorescence microscope |
| keywords[5].id | https://openalex.org/keywords/automation |
| keywords[5].score | 0.5076559782028198 |
| keywords[5].display_name | Automation |
| keywords[6].id | https://openalex.org/keywords/flexibility |
| keywords[6].score | 0.46965423226356506 |
| keywords[6].display_name | Flexibility (engineering) |
| keywords[7].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[7].score | 0.4473619759082794 |
| keywords[7].display_name | Artificial intelligence |
| keywords[8].id | https://openalex.org/keywords/fluorescence |
| keywords[8].score | 0.17749598622322083 |
| keywords[8].display_name | Fluorescence |
| keywords[9].id | https://openalex.org/keywords/physics |
| keywords[9].score | 0.13441771268844604 |
| keywords[9].display_name | Physics |
| keywords[10].id | https://openalex.org/keywords/programming-language |
| keywords[10].score | 0.11135411262512207 |
| keywords[10].display_name | Programming language |
| keywords[11].id | https://openalex.org/keywords/engineering |
| keywords[11].score | 0.10463178157806396 |
| keywords[11].display_name | Engineering |
| keywords[12].id | https://openalex.org/keywords/optics |
| keywords[12].score | 0.09625861048698425 |
| keywords[12].display_name | Optics |
| keywords[13].id | https://openalex.org/keywords/mathematics |
| keywords[13].score | 0.09303054213523865 |
| keywords[13].display_name | Mathematics |
| language | en |
| locations[0].id | doi:10.1101/2022.03.16.484589 |
| 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-nc-nd |
| locations[0].pdf_url | https://www.biorxiv.org/content/biorxiv/early/2022/03/16/2022.03.16.484589.full.pdf |
| locations[0].version | acceptedVersion |
| locations[0].raw_type | posted-content |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | https://doi.org/10.1101/2022.03.16.484589 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5017523807 |
| authorships[0].author.orcid | |
| authorships[0].author.display_name | Lionel Chiron |
| authorships[0].countries | FR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[0].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[0].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[0].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[0].institutions[0].type | government |
| authorships[0].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[0].institutions[0].country_code | FR |
| authorships[0].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[0].institutions[1].id | https://openalex.org/I80043 |
| authorships[0].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[0].institutions[1].type | nonprofit |
| authorships[0].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[0].institutions[1].country_code | FR |
| authorships[0].institutions[1].display_name | Institut Curie |
| authorships[0].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[0].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[0].institutions[2].type | facility |
| authorships[0].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[0].institutions[2].country_code | FR |
| authorships[0].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[0].institutions[3].id | https://openalex.org/I39804081 |
| authorships[0].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[0].institutions[3].type | education |
| authorships[0].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[0].institutions[3].country_code | FR |
| authorships[0].institutions[3].display_name | Sorbonne Université |
| authorships[0].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[0].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[0].institutions[4].type | education |
| authorships[0].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[0].institutions[4].country_code | FR |
| authorships[0].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Lionel Chiron |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[1].author.id | https://openalex.org/A5109598903 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | Matthias LeBec |
| authorships[1].countries | FR |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[1].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[1].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[1].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[1].institutions[0].type | government |
| authorships[1].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[1].institutions[0].country_code | FR |
| authorships[1].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[1].institutions[1].id | https://openalex.org/I80043 |
| authorships[1].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[1].institutions[1].type | nonprofit |
| authorships[1].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[1].institutions[1].country_code | FR |
| authorships[1].institutions[1].display_name | Institut Curie |
| authorships[1].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[1].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[1].institutions[2].type | facility |
| authorships[1].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[1].institutions[2].country_code | FR |
| authorships[1].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[1].institutions[3].id | https://openalex.org/I39804081 |
| authorships[1].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[1].institutions[3].type | education |
| authorships[1].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[1].institutions[3].country_code | FR |
| authorships[1].institutions[3].display_name | Sorbonne Université |
| authorships[1].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[1].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[1].institutions[4].type | education |
| authorships[1].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[1].institutions[4].country_code | FR |
| authorships[1].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Matthias LeBec |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[2].author.id | https://openalex.org/A5037501049 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-3148-8243 |
| authorships[2].author.display_name | Céline Cordier |
| authorships[2].countries | FR |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[2].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[2].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[2].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[2].institutions[0].type | government |
| authorships[2].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[2].institutions[0].country_code | FR |
| authorships[2].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[2].institutions[1].id | https://openalex.org/I80043 |
| authorships[2].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[2].institutions[1].type | nonprofit |
| authorships[2].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[2].institutions[1].country_code | FR |
| authorships[2].institutions[1].display_name | Institut Curie |
| authorships[2].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[2].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[2].institutions[2].type | facility |
| authorships[2].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[2].institutions[2].country_code | FR |
| authorships[2].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[2].institutions[3].id | https://openalex.org/I39804081 |
| authorships[2].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[2].institutions[3].type | education |
| authorships[2].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[2].institutions[3].country_code | FR |
| authorships[2].institutions[3].display_name | Sorbonne Université |
| authorships[2].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[2].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[2].institutions[4].type | education |
| authorships[2].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[2].institutions[4].country_code | FR |
| authorships[2].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Céline Cordier |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[3].author.id | https://openalex.org/A5006844769 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-1611-4654 |
| authorships[3].author.display_name | Sylvain Pouzet |
| authorships[3].countries | FR |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[3].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[3].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[3].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[3].institutions[0].type | government |
| authorships[3].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[3].institutions[0].country_code | FR |
| authorships[3].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[3].institutions[1].id | https://openalex.org/I80043 |
| authorships[3].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[3].institutions[1].type | nonprofit |
| authorships[3].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[3].institutions[1].country_code | FR |
| authorships[3].institutions[1].display_name | Institut Curie |
| authorships[3].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[3].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[3].institutions[2].type | facility |
| authorships[3].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[3].institutions[2].country_code | FR |
| authorships[3].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[3].institutions[3].id | https://openalex.org/I39804081 |
| authorships[3].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[3].institutions[3].type | education |
| authorships[3].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[3].institutions[3].country_code | FR |
| authorships[3].institutions[3].display_name | Sorbonne Université |
| authorships[3].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[3].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[3].institutions[4].type | education |
| authorships[3].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[3].institutions[4].country_code | FR |
| authorships[3].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Sylvain Pouzet |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[4].author.id | https://openalex.org/A5030647498 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Dimitrije Milunov |
| authorships[4].countries | FR |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[4].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[4].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[4].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[4].institutions[0].type | government |
| authorships[4].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[4].institutions[0].country_code | FR |
| authorships[4].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[4].institutions[1].id | https://openalex.org/I80043 |
| authorships[4].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[4].institutions[1].type | nonprofit |
| authorships[4].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[4].institutions[1].country_code | FR |
| authorships[4].institutions[1].display_name | Institut Curie |
| authorships[4].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[4].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[4].institutions[2].type | facility |
| authorships[4].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[4].institutions[2].country_code | FR |
| authorships[4].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[4].institutions[3].id | https://openalex.org/I39804081 |
| authorships[4].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[4].institutions[3].type | education |
| authorships[4].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[4].institutions[3].country_code | FR |
| authorships[4].institutions[3].display_name | Sorbonne Université |
| authorships[4].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[4].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[4].institutions[4].type | education |
| authorships[4].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[4].institutions[4].country_code | FR |
| authorships[4].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Dimitrije Milunov |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[5].author.id | https://openalex.org/A5033195560 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-9970-2971 |
| authorships[5].author.display_name | Alvaro Banderas |
| authorships[5].countries | FR |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[5].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[5].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[5].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[5].institutions[0].type | government |
| authorships[5].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[5].institutions[0].country_code | FR |
| authorships[5].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[5].institutions[1].id | https://openalex.org/I80043 |
| authorships[5].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[5].institutions[1].type | nonprofit |
| authorships[5].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[5].institutions[1].country_code | FR |
| authorships[5].institutions[1].display_name | Institut Curie |
| authorships[5].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[5].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[5].institutions[2].type | facility |
| authorships[5].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[5].institutions[2].country_code | FR |
| authorships[5].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[5].institutions[3].id | https://openalex.org/I39804081 |
| authorships[5].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[5].institutions[3].type | education |
| authorships[5].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[5].institutions[3].country_code | FR |
| authorships[5].institutions[3].display_name | Sorbonne Université |
| authorships[5].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[5].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[5].institutions[4].type | education |
| authorships[5].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[5].institutions[4].country_code | FR |
| authorships[5].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Alvaro Banderas |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[6].author.id | https://openalex.org/A5018312032 |
| authorships[6].author.orcid | https://orcid.org/0000-0003-0446-4550 |
| authorships[6].author.display_name | Jean-Marc Di Meglio |
| authorships[6].countries | FR |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I1294671590, https://openalex.org/I204730241, https://openalex.org/I4210127056 |
| authorships[6].affiliations[0].raw_affiliation_string | Laboratoire Matière et Systèmes Complexes, UMR 7057 CNRS & Université Paris Diderot, 10 rue Alice Domon et Léonie Duquet, 75013 Paris, France |
| authorships[6].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[6].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[6].institutions[0].type | government |
| authorships[6].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[6].institutions[0].country_code | FR |
| authorships[6].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[6].institutions[1].id | https://openalex.org/I4210127056 |
| authorships[6].institutions[1].ror | https://ror.org/032w6q449 |
| authorships[6].institutions[1].type | facility |
| authorships[6].institutions[1].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I204730241, https://openalex.org/I4210095849, https://openalex.org/I4210127056 |
| authorships[6].institutions[1].country_code | FR |
| authorships[6].institutions[1].display_name | Laboratoire Matière et Systèmes Complexes |
| authorships[6].institutions[2].id | https://openalex.org/I204730241 |
| authorships[6].institutions[2].ror | https://ror.org/05f82e368 |
| authorships[6].institutions[2].type | education |
| authorships[6].institutions[2].lineage | https://openalex.org/I204730241 |
| authorships[6].institutions[2].country_code | FR |
| authorships[6].institutions[2].display_name | Université Paris Cité |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Jean-Marc Di Meglio |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Laboratoire Matière et Systèmes Complexes, UMR 7057 CNRS & Université Paris Diderot, 10 rue Alice Domon et Léonie Duquet, 75013 Paris, France |
| authorships[7].author.id | https://openalex.org/A5078646816 |
| authorships[7].author.orcid | https://orcid.org/0000-0001-8810-3298 |
| authorships[7].author.display_name | Benoît Sorre |
| authorships[7].countries | FR |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[7].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[7].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[7].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[7].institutions[0].type | government |
| authorships[7].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[7].institutions[0].country_code | FR |
| authorships[7].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[7].institutions[1].id | https://openalex.org/I80043 |
| authorships[7].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[7].institutions[1].type | nonprofit |
| authorships[7].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[7].institutions[1].country_code | FR |
| authorships[7].institutions[1].display_name | Institut Curie |
| authorships[7].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[7].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[7].institutions[2].type | facility |
| authorships[7].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[7].institutions[2].country_code | FR |
| authorships[7].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[7].institutions[3].id | https://openalex.org/I39804081 |
| authorships[7].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[7].institutions[3].type | education |
| authorships[7].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[7].institutions[3].country_code | FR |
| authorships[7].institutions[3].display_name | Sorbonne Université |
| authorships[7].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[7].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[7].institutions[4].type | education |
| authorships[7].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[7].institutions[4].country_code | FR |
| authorships[7].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Benoit Sorre |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[8].author.id | https://openalex.org/A5068511908 |
| authorships[8].author.orcid | https://orcid.org/0000-0003-2379-4280 |
| authorships[8].author.display_name | Pascal Hersen |
| authorships[8].countries | FR |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I2746051580, https://openalex.org/I2746051580, https://openalex.org/I4210160133, https://openalex.org/I80043, https://openalex.org/I39804081, https://openalex.org/I39804081, https://openalex.org/I1294671590, https://openalex.org/I1294671590 |
| authorships[8].affiliations[0].raw_affiliation_string | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| authorships[8].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[8].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[8].institutions[0].type | government |
| authorships[8].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[8].institutions[0].country_code | FR |
| authorships[8].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[8].institutions[1].id | https://openalex.org/I80043 |
| authorships[8].institutions[1].ror | https://ror.org/04t0gwh46 |
| authorships[8].institutions[1].type | nonprofit |
| authorships[8].institutions[1].lineage | https://openalex.org/I80043 |
| authorships[8].institutions[1].country_code | FR |
| authorships[8].institutions[1].display_name | Institut Curie |
| authorships[8].institutions[2].id | https://openalex.org/I4210160133 |
| authorships[8].institutions[2].ror | https://ror.org/055ss7a31 |
| authorships[8].institutions[2].type | facility |
| authorships[8].institutions[2].lineage | https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I39804081, https://openalex.org/I4210096427, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| authorships[8].institutions[2].country_code | FR |
| authorships[8].institutions[2].display_name | Physique des Cellules et Cancers |
| authorships[8].institutions[3].id | https://openalex.org/I39804081 |
| authorships[8].institutions[3].ror | https://ror.org/02en5vm52 |
| authorships[8].institutions[3].type | education |
| authorships[8].institutions[3].lineage | https://openalex.org/I39804081 |
| authorships[8].institutions[3].country_code | FR |
| authorships[8].institutions[3].display_name | Sorbonne Université |
| authorships[8].institutions[4].id | https://openalex.org/I2746051580 |
| authorships[8].institutions[4].ror | https://ror.org/013cjyk83 |
| authorships[8].institutions[4].type | education |
| authorships[8].institutions[4].lineage | https://openalex.org/I2746051580 |
| authorships[8].institutions[4].country_code | FR |
| authorships[8].institutions[4].display_name | Université Paris Sciences et Lettres |
| authorships[8].author_position | last |
| authorships[8].raw_author_name | Pascal Hersen |
| authorships[8].is_corresponding | True |
| authorships[8].raw_affiliation_strings | Institut Curie, Université PSL, Sorbonne Université, CNRS UMR68, Laboratoire Physico Chimie Curie, 75005 Paris, France |
| 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/2022/03/16/2022.03.16.484589.full.pdf |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | CyberSco.Py: open-source software for event-based, conditional microscopy |
| 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/W4211107619, https://openalex.org/W2161433272, https://openalex.org/W2894139091, https://openalex.org/W1637909, https://openalex.org/W1983780159, https://openalex.org/W659245948, https://openalex.org/W2094643072, https://openalex.org/W2087957833, https://openalex.org/W4206210906, https://openalex.org/W4251922430 |
| cited_by_count | 0 |
| locations_count | 1 |
| best_oa_location.id | doi:10.1101/2022.03.16.484589 |
| 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-nc-nd |
| best_oa_location.pdf_url | https://www.biorxiv.org/content/biorxiv/early/2022/03/16/2022.03.16.484589.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-nc-nd |
| 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/10.1101/2022.03.16.484589 |
| primary_location.id | doi:10.1101/2022.03.16.484589 |
| 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-nc-nd |
| primary_location.pdf_url | https://www.biorxiv.org/content/biorxiv/early/2022/03/16/2022.03.16.484589.full.pdf |
| primary_location.version | acceptedVersion |
| primary_location.raw_type | posted-content |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | https://doi.org/10.1101/2022.03.16.484589 |
| publication_date | 2022-03-16 |
| publication_year | 2022 |
| referenced_works | https://openalex.org/W2949580312, https://openalex.org/W2560342180, https://openalex.org/W2525429376, https://openalex.org/W2042094955, https://openalex.org/W1994794118, https://openalex.org/W2507618556, https://openalex.org/W2804461679, https://openalex.org/W2767587403, https://openalex.org/W2769086206, https://openalex.org/W2106411386, https://openalex.org/W2897387579, https://openalex.org/W3011047818, https://openalex.org/W2057013484, https://openalex.org/W3139406751, https://openalex.org/W3037866112, https://openalex.org/W2132507158, https://openalex.org/W2133403209, https://openalex.org/W2900936384, https://openalex.org/W4233717606, https://openalex.org/W2991144311, https://openalex.org/W2799760772, https://openalex.org/W2262285937, https://openalex.org/W2953509182 |
| referenced_works_count | 23 |
| abstract_inverted_index.a | 55 |
| abstract_inverted_index.We | 51, 111, 128 |
| abstract_inverted_index.be | 103, 133 |
| abstract_inverted_index.if | 21 |
| abstract_inverted_index.in | 8, 90 |
| abstract_inverted_index.is | 5 |
| abstract_inverted_index.of | 54, 99, 115 |
| abstract_inverted_index.on | 107 |
| abstract_inverted_index.to | 30, 85, 117, 135, 144 |
| abstract_inverted_index.up | 66 |
| abstract_inverted_index.we | 41 |
| abstract_inverted_index.and | 36, 62, 67, 96 |
| abstract_inverted_index.can | 102 |
| abstract_inverted_index.for | 46, 140 |
| abstract_inverted_index.the | 60, 92, 97, 108, 113, 137 |
| abstract_inverted_index.use | 122 |
| abstract_inverted_index.case | 123 |
| abstract_inverted_index.cell | 10, 118, 149 |
| abstract_inverted_index.into | 33 |
| abstract_inverted_index.more | 17, 146 |
| abstract_inverted_index.much | 16 |
| abstract_inverted_index.need | 139 |
| abstract_inverted_index.that | 58, 130 |
| abstract_inverted_index.them | 32 |
| abstract_inverted_index.they | 22 |
| abstract_inverted_index.used | 7, 134 |
| abstract_inverted_index.were | 23 |
| abstract_inverted_index.when | 64 |
| abstract_inverted_index.with | 25, 79, 125 |
| abstract_inverted_index.Here, | 40 |
| abstract_inverted_index.based | 106 |
| abstract_inverted_index.could | 14, 132 |
| abstract_inverted_index.fully | 34 |
| abstract_inverted_index.image | 77, 109 |
| abstract_inverted_index.smart | 141 |
| abstract_inverted_index.users | 84 |
| abstract_inverted_index.using | 120 |
| abstract_inverted_index.which | 82, 91 |
| abstract_inverted_index.Python | 44 |
| abstract_inverted_index.allows | 83 |
| abstract_inverted_index.become | 15 |
| abstract_inverted_index.create | 86 |
| abstract_inverted_index.report | 42 |
| abstract_inverted_index.simple | 26 |
| abstract_inverted_index.status | 98 |
| abstract_inverted_index.yeast. | 127 |
| abstract_inverted_index.address | 136 |
| abstract_inverted_index.biology | 119, 150 |
| abstract_inverted_index.budding | 126 |
| abstract_inverted_index.changed | 104 |
| abstract_inverted_index.devices | 101 |
| abstract_inverted_index.endowed | 24 |
| abstract_inverted_index.growing | 138 |
| abstract_inverted_index.imaging | 4, 93 |
| abstract_inverted_index.provide | 52 |
| abstract_inverted_index.running | 68 |
| abstract_inverted_index.setting | 65 |
| abstract_inverted_index.several | 121 |
| abstract_inverted_index.systems | 20, 143 |
| abstract_inverted_index.various | 100 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.However, | 12 |
| abstract_inverted_index.advanced | 47 |
| abstract_inverted_index.analysis | 78 |
| abstract_inverted_index.biology. | 11 |
| abstract_inverted_index.combines | 75 |
| abstract_inverted_index.devices. | 39 |
| abstract_inverted_index.powerful | 18 |
| abstract_inverted_index.software | 45 |
| abstract_inverted_index.Timelapse | 1 |
| abstract_inverted_index.analysis. | 110 |
| abstract_inverted_index.automated | 37, 48 |
| abstract_inverted_index.exemplify | 112 |
| abstract_inverted_index.framework | 57 |
| abstract_inverted_index.implement | 145 |
| abstract_inverted_index.increases | 59 |
| abstract_inverted_index.real-time | 76 |
| abstract_inverted_index.relevance | 114 |
| abstract_inverted_index.routinely | 6 |
| abstract_inverted_index.timelapse | 49, 70 |
| abstract_inverted_index.transform | 31 |
| abstract_inverted_index.algorithms | 29 |
| abstract_inverted_index.anticipate | 129 |
| abstract_inverted_index.automation | 80 |
| abstract_inverted_index.microscopy | 3, 71, 142 |
| abstract_inverted_index.parameters | 95 |
| abstract_inverted_index.responsive | 35 |
| abstract_inverted_index.tunability | 61 |
| abstract_inverted_index.CyberSco.Py | 74, 116, 131 |
| abstract_inverted_index.acquisition | 94 |
| abstract_inverted_index.capability, | 81 |
| abstract_inverted_index.event-based | 88 |
| abstract_inverted_index.experiments | 89, 124 |
| abstract_inverted_index.flexibility | 63 |
| abstract_inverted_index.informative | 147 |
| abstract_inverted_index.measurement | 38 |
| abstract_inverted_index.microscopes | 13 |
| abstract_inverted_index.CyberSco.Py, | 43 |
| abstract_inverted_index.Importantly, | 73 |
| abstract_inverted_index.conditional, | 87 |
| abstract_inverted_index.experiments. | 50, 72, 151 |
| abstract_inverted_index.fluorescence | 2, 69 |
| abstract_inverted_index.quantitative | 9, 148 |
| abstract_inverted_index.unsupervised | 27 |
| abstract_inverted_index.automatically | 105 |
| abstract_inverted_index.investigation | 19 |
| abstract_inverted_index.user-friendly | 56 |
| abstract_inverted_index.decision-making | 28 |
| abstract_inverted_index.proof-of-principle | 53 |
| cited_by_percentile_year | |
| corresponding_author_ids | https://openalex.org/A5068511908 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 9 |
| corresponding_institution_ids | https://openalex.org/I1294671590, https://openalex.org/I2746051580, https://openalex.org/I39804081, https://openalex.org/I4210160133, https://openalex.org/I80043 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/16 |
| sustainable_development_goals[0].score | 0.6200000047683716 |
| sustainable_development_goals[0].display_name | Peace, Justice and strong institutions |
| citation_normalized_percentile.value | 0.02144367 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |