Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression Article Swipe
Osamah Saeedi
,
Michael V. Boland
,
Loris D’Acunto
,
Ramya Swamy
,
Vikram Hegde
,
Surabhi Gupta
,
Amin Venjara
,
Joby Tsai
,
Jonathan S. Myers
,
Sarah R. Wellik
,
Gustavo DeMoraes
,
Louis R. Pasquale
,
Lucy Q. Shen
,
Yangjiani Li
,
Tobias Elze
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1167/tvst.10.7.27
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1167/tvst.10.7.27
MLCs may help to determine visual field progression.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1167/tvst.10.7.27
- OA Status
- gold
- Cited By
- 14
- References
- 30
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3177282926
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W3177282926Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1167/tvst.10.7.27Digital Object Identifier
- Title
-
Development and Comparison of Machine Learning Algorithms to Determine Visual Field ProgressionWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-06-22Full publication date if available
- Authors
-
Osamah Saeedi, Michael V. Boland, Loris D’Acunto, Ramya Swamy, Vikram Hegde, Surabhi Gupta, Amin Venjara, Joby Tsai, Jonathan S. Myers, Sarah R. Wellik, Gustavo DeMoraes, Louis R. Pasquale, Lucy Q. Shen, Yangjiani Li, Tobias ElzeList of authors in order
- Landing page
-
https://doi.org/10.1167/tvst.10.7.27Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1167/tvst.10.7.27Direct OA link when available
- Concepts
-
Algorithm, Artificial intelligence, Visual field, Machine learning, Computer science, Glaucoma, Pointwise, Logistic regression, Support vector machine, Random forest, Mathematics, Medicine, Ophthalmology, Mathematical analysisTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
14Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 4, 2024: 2, 2023: 3, 2022: 4, 2021: 1Per-year citation counts (last 5 years)
- References (count)
-
30Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W3177282926 |
|---|---|
| doi | https://doi.org/10.1167/tvst.10.7.27 |
| ids.doi | https://doi.org/10.1167/tvst.10.7.27 |
| ids.mag | 3177282926 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/34157101 |
| ids.openalex | https://openalex.org/W3177282926 |
| fwci | 2.29204756 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D000465 |
| mesh[0].is_major_topic | False |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Algorithms |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D006801 |
| mesh[1].is_major_topic | False |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Humans |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D000069550 |
| mesh[2].is_major_topic | False |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Machine Learning |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D014786 |
| mesh[3].is_major_topic | False |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Vision Disorders |
| mesh[4].qualifier_ui | |
| mesh[4].descriptor_ui | D058609 |
| mesh[4].is_major_topic | True |
| mesh[4].qualifier_name | |
| mesh[4].descriptor_name | Visual Field Tests |
| mesh[5].qualifier_ui | |
| mesh[5].descriptor_ui | D014794 |
| mesh[5].is_major_topic | True |
| mesh[5].qualifier_name | |
| mesh[5].descriptor_name | Visual Fields |
| mesh[6].qualifier_ui | |
| mesh[6].descriptor_ui | D000465 |
| mesh[6].is_major_topic | False |
| mesh[6].qualifier_name | |
| mesh[6].descriptor_name | Algorithms |
| mesh[7].qualifier_ui | |
| mesh[7].descriptor_ui | D006801 |
| mesh[7].is_major_topic | False |
| mesh[7].qualifier_name | |
| mesh[7].descriptor_name | Humans |
| mesh[8].qualifier_ui | |
| mesh[8].descriptor_ui | D000069550 |
| mesh[8].is_major_topic | False |
| mesh[8].qualifier_name | |
| mesh[8].descriptor_name | Machine Learning |
| mesh[9].qualifier_ui | |
| mesh[9].descriptor_ui | D014786 |
| mesh[9].is_major_topic | False |
| mesh[9].qualifier_name | |
| mesh[9].descriptor_name | Vision Disorders |
| mesh[10].qualifier_ui | |
| mesh[10].descriptor_ui | D058609 |
| mesh[10].is_major_topic | True |
| mesh[10].qualifier_name | |
| mesh[10].descriptor_name | Visual Field Tests |
| mesh[11].qualifier_ui | |
| mesh[11].descriptor_ui | D014794 |
| mesh[11].is_major_topic | True |
| mesh[11].qualifier_name | |
| mesh[11].descriptor_name | Visual Fields |
| mesh[12].qualifier_ui | |
| mesh[12].descriptor_ui | D000465 |
| mesh[12].is_major_topic | False |
| mesh[12].qualifier_name | |
| mesh[12].descriptor_name | Algorithms |
| mesh[13].qualifier_ui | |
| mesh[13].descriptor_ui | D006801 |
| mesh[13].is_major_topic | False |
| mesh[13].qualifier_name | |
| mesh[13].descriptor_name | Humans |
| mesh[14].qualifier_ui | |
| mesh[14].descriptor_ui | D000069550 |
| mesh[14].is_major_topic | False |
| mesh[14].qualifier_name | |
| mesh[14].descriptor_name | Machine Learning |
| mesh[15].qualifier_ui | |
| mesh[15].descriptor_ui | D014786 |
| mesh[15].is_major_topic | False |
| mesh[15].qualifier_name | |
| mesh[15].descriptor_name | Vision Disorders |
| mesh[16].qualifier_ui | |
| mesh[16].descriptor_ui | D058609 |
| mesh[16].is_major_topic | True |
| mesh[16].qualifier_name | |
| mesh[16].descriptor_name | Visual Field Tests |
| mesh[17].qualifier_ui | |
| mesh[17].descriptor_ui | D014794 |
| mesh[17].is_major_topic | True |
| mesh[17].qualifier_name | |
| mesh[17].descriptor_name | Visual Fields |
| type | article |
| title | Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression |
| biblio.issue | 7 |
| biblio.volume | 10 |
| biblio.last_page | 27 |
| biblio.first_page | 27 |
| topics[0].id | https://openalex.org/T10250 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9998999834060669 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2731 |
| topics[0].subfield.display_name | Ophthalmology |
| topics[0].display_name | Glaucoma and retinal disorders |
| topics[1].id | https://openalex.org/T11438 |
| topics[1].field.id | https://openalex.org/fields/27 |
| topics[1].field.display_name | Medicine |
| topics[1].score | 0.9998000264167786 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2741 |
| topics[1].subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| topics[1].display_name | Retinal Imaging and Analysis |
| topics[2].id | https://openalex.org/T10170 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.9815999865531921 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2731 |
| topics[2].subfield.display_name | Ophthalmology |
| topics[2].display_name | Retinal Diseases and Treatments |
| is_xpac | False |
| apc_list.value | 1850 |
| apc_list.currency | USD |
| apc_list.value_usd | 1850 |
| apc_paid.value | 1850 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 1850 |
| concepts[0].id | https://openalex.org/C11413529 |
| concepts[0].level | 1 |
| concepts[0].score | 0.7520684003829956 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q8366 |
| concepts[0].display_name | Algorithm |
| concepts[1].id | https://openalex.org/C154945302 |
| concepts[1].level | 1 |
| concepts[1].score | 0.6989318132400513 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[1].display_name | Artificial intelligence |
| concepts[2].id | https://openalex.org/C2776058522 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6055259704589844 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q2364768 |
| concepts[2].display_name | Visual field |
| concepts[3].id | https://openalex.org/C119857082 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5988311767578125 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q2539 |
| concepts[3].display_name | Machine learning |
| concepts[4].id | https://openalex.org/C41008148 |
| concepts[4].level | 0 |
| concepts[4].score | 0.5204708576202393 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[4].display_name | Computer science |
| concepts[5].id | https://openalex.org/C2778527774 |
| concepts[5].level | 2 |
| concepts[5].score | 0.5035387873649597 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q159701 |
| concepts[5].display_name | Glaucoma |
| concepts[6].id | https://openalex.org/C2777984123 |
| concepts[6].level | 2 |
| concepts[6].score | 0.49184370040893555 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q9248237 |
| concepts[6].display_name | Pointwise |
| concepts[7].id | https://openalex.org/C151956035 |
| concepts[7].level | 2 |
| concepts[7].score | 0.4748972952365875 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q1132755 |
| concepts[7].display_name | Logistic regression |
| concepts[8].id | https://openalex.org/C12267149 |
| concepts[8].level | 2 |
| concepts[8].score | 0.4278154969215393 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q282453 |
| concepts[8].display_name | Support vector machine |
| concepts[9].id | https://openalex.org/C169258074 |
| concepts[9].level | 2 |
| concepts[9].score | 0.4203607141971588 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q245748 |
| concepts[9].display_name | Random forest |
| concepts[10].id | https://openalex.org/C33923547 |
| concepts[10].level | 0 |
| concepts[10].score | 0.34718602895736694 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[10].display_name | Mathematics |
| concepts[11].id | https://openalex.org/C71924100 |
| concepts[11].level | 0 |
| concepts[11].score | 0.2716200351715088 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[11].display_name | Medicine |
| concepts[12].id | https://openalex.org/C118487528 |
| concepts[12].level | 1 |
| concepts[12].score | 0.1816859245300293 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q161437 |
| concepts[12].display_name | Ophthalmology |
| concepts[13].id | https://openalex.org/C134306372 |
| concepts[13].level | 1 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q7754 |
| concepts[13].display_name | Mathematical analysis |
| keywords[0].id | https://openalex.org/keywords/algorithm |
| keywords[0].score | 0.7520684003829956 |
| keywords[0].display_name | Algorithm |
| keywords[1].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[1].score | 0.6989318132400513 |
| keywords[1].display_name | Artificial intelligence |
| keywords[2].id | https://openalex.org/keywords/visual-field |
| keywords[2].score | 0.6055259704589844 |
| keywords[2].display_name | Visual field |
| keywords[3].id | https://openalex.org/keywords/machine-learning |
| keywords[3].score | 0.5988311767578125 |
| keywords[3].display_name | Machine learning |
| keywords[4].id | https://openalex.org/keywords/computer-science |
| keywords[4].score | 0.5204708576202393 |
| keywords[4].display_name | Computer science |
| keywords[5].id | https://openalex.org/keywords/glaucoma |
| keywords[5].score | 0.5035387873649597 |
| keywords[5].display_name | Glaucoma |
| keywords[6].id | https://openalex.org/keywords/pointwise |
| keywords[6].score | 0.49184370040893555 |
| keywords[6].display_name | Pointwise |
| keywords[7].id | https://openalex.org/keywords/logistic-regression |
| keywords[7].score | 0.4748972952365875 |
| keywords[7].display_name | Logistic regression |
| keywords[8].id | https://openalex.org/keywords/support-vector-machine |
| keywords[8].score | 0.4278154969215393 |
| keywords[8].display_name | Support vector machine |
| keywords[9].id | https://openalex.org/keywords/random-forest |
| keywords[9].score | 0.4203607141971588 |
| keywords[9].display_name | Random forest |
| keywords[10].id | https://openalex.org/keywords/mathematics |
| keywords[10].score | 0.34718602895736694 |
| keywords[10].display_name | Mathematics |
| keywords[11].id | https://openalex.org/keywords/medicine |
| keywords[11].score | 0.2716200351715088 |
| keywords[11].display_name | Medicine |
| keywords[12].id | https://openalex.org/keywords/ophthalmology |
| keywords[12].score | 0.1816859245300293 |
| keywords[12].display_name | Ophthalmology |
| language | en |
| locations[0].id | doi:10.1167/tvst.10.7.27 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2764591444 |
| locations[0].source.issn | 2164-2591 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2164-2591 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Translational Vision Science & Technology |
| locations[0].source.host_organization | https://openalex.org/P4310315919 |
| locations[0].source.host_organization_name | Association for Research in Vision and Ophthalmology |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310315919 |
| locations[0].source.host_organization_lineage_names | Association for Research in Vision and Ophthalmology |
| locations[0].license | cc-by-nc-nd |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Translational Vision Science & Technology |
| locations[0].landing_page_url | https://doi.org/10.1167/tvst.10.7.27 |
| locations[1].id | pmid:34157101 |
| 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 | Translational vision science & technology |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/34157101 |
| locations[2].id | pmh:oai:pubmedcentral.nih.gov:8237084 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S2764455111 |
| 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 | PubMed Central |
| locations[2].source.host_organization | https://openalex.org/I1299303238 |
| locations[2].source.host_organization_name | National Institutes of Health |
| locations[2].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Transl Vis Sci Technol |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/8237084 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5011529236 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-3082-4604 |
| authorships[0].author.display_name | Osamah Saeedi |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I126744593 |
| authorships[0].affiliations[0].raw_affiliation_string | University of Maryland Department of Ophthalmology and Visual Sciences, Baltimore, MD, USA |
| authorships[0].institutions[0].id | https://openalex.org/I126744593 |
| authorships[0].institutions[0].ror | https://ror.org/04rq5mt64 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I126744593 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | University of Maryland, Baltimore |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Osamah Saeedi |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | University of Maryland Department of Ophthalmology and Visual Sciences, Baltimore, MD, USA |
| authorships[1].author.id | https://openalex.org/A5032325357 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-2506-7095 |
| authorships[1].author.display_name | Michael V. Boland |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I1287163989 |
| authorships[1].affiliations[0].raw_affiliation_string | Massachusetts Eye and Ear, Boston, MA, USA |
| authorships[1].institutions[0].id | https://openalex.org/I1287163989 |
| authorships[1].institutions[0].ror | https://ror.org/04g3dn724 |
| authorships[1].institutions[0].type | healthcare |
| authorships[1].institutions[0].lineage | https://openalex.org/I1287163989 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | Massachusetts Eye and Ear Infirmary |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Michael V. Boland |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Massachusetts Eye and Ear, Boston, MA, USA |
| authorships[2].author.id | https://openalex.org/A5089968723 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | Loris D’Acunto |
| authorships[2].affiliations[0].raw_affiliation_string | San Francisco, CA, USA |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Loris D'Acunto |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | San Francisco, CA, USA |
| authorships[3].author.id | https://openalex.org/A5104037683 |
| authorships[3].author.orcid | |
| authorships[3].author.display_name | Ramya Swamy |
| authorships[3].countries | US |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I126744593 |
| authorships[3].affiliations[0].raw_affiliation_string | University of Maryland Department of Ophthalmology and Visual Sciences, Baltimore, MD, USA |
| authorships[3].institutions[0].id | https://openalex.org/I126744593 |
| authorships[3].institutions[0].ror | https://ror.org/04rq5mt64 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I126744593 |
| authorships[3].institutions[0].country_code | US |
| authorships[3].institutions[0].display_name | University of Maryland, Baltimore |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Ramya Swamy |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | University of Maryland Department of Ophthalmology and Visual Sciences, Baltimore, MD, USA |
| authorships[4].author.id | https://openalex.org/A5060466667 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Vikram Hegde |
| authorships[4].affiliations[0].raw_affiliation_string | San Francisco, CA, USA |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Vikram Hegde |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | San Francisco, CA, USA |
| authorships[5].author.id | https://openalex.org/A5072881907 |
| authorships[5].author.orcid | |
| authorships[5].author.display_name | Surabhi Gupta |
| authorships[5].affiliations[0].raw_affiliation_string | San Francisco, CA, USA |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Surabhi Gupta |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | San Francisco, CA, USA |
| authorships[6].author.id | https://openalex.org/A5048125921 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Amin Venjara |
| authorships[6].affiliations[0].raw_affiliation_string | Princeton, NJ, USA |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Amin Venjara |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Princeton, NJ, USA |
| authorships[7].author.id | https://openalex.org/A5056039431 |
| authorships[7].author.orcid | https://orcid.org/0000-0003-1155-049X |
| authorships[7].author.display_name | Joby Tsai |
| authorships[7].countries | US |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I126744593 |
| authorships[7].affiliations[0].raw_affiliation_string | University of Maryland Department of Ophthalmology and Visual Sciences, Baltimore, MD, USA |
| authorships[7].institutions[0].id | https://openalex.org/I126744593 |
| authorships[7].institutions[0].ror | https://ror.org/04rq5mt64 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I126744593 |
| authorships[7].institutions[0].country_code | US |
| authorships[7].institutions[0].display_name | University of Maryland, Baltimore |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Joby Tsai |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | University of Maryland Department of Ophthalmology and Visual Sciences, Baltimore, MD, USA |
| authorships[8].author.id | https://openalex.org/A5059589308 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-8251-6750 |
| authorships[8].author.display_name | Jonathan S. Myers |
| authorships[8].countries | US |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I871049931 |
| authorships[8].affiliations[0].raw_affiliation_string | Wills Eye Hospital, Philadelphia, PA, USA |
| authorships[8].institutions[0].id | https://openalex.org/I871049931 |
| authorships[8].institutions[0].ror | https://ror.org/03qygnx22 |
| authorships[8].institutions[0].type | healthcare |
| authorships[8].institutions[0].lineage | https://openalex.org/I871049931 |
| authorships[8].institutions[0].country_code | US |
| authorships[8].institutions[0].display_name | Wills Eye Hospital |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Jonathan S. Myers |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Wills Eye Hospital, Philadelphia, PA, USA |
| authorships[9].author.id | https://openalex.org/A5062453784 |
| authorships[9].author.orcid | |
| authorships[9].author.display_name | Sarah R. Wellik |
| authorships[9].countries | US |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I145608581 |
| authorships[9].affiliations[0].raw_affiliation_string | Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA |
| authorships[9].institutions[0].id | https://openalex.org/I145608581 |
| authorships[9].institutions[0].ror | https://ror.org/02dgjyy92 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I145608581 |
| authorships[9].institutions[0].country_code | US |
| authorships[9].institutions[0].display_name | University of Miami |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Sarah R. Wellik |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA |
| authorships[10].author.id | https://openalex.org/A5065069954 |
| authorships[10].author.orcid | |
| authorships[10].author.display_name | Gustavo DeMoraes |
| authorships[10].countries | US |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I78577930 |
| authorships[10].affiliations[0].raw_affiliation_string | Columbia University, New York, NY, USA |
| authorships[10].institutions[0].id | https://openalex.org/I78577930 |
| authorships[10].institutions[0].ror | https://ror.org/00hj8s172 |
| authorships[10].institutions[0].type | education |
| authorships[10].institutions[0].lineage | https://openalex.org/I78577930 |
| authorships[10].institutions[0].country_code | US |
| authorships[10].institutions[0].display_name | Columbia University |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Gustavo DeMoraes |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Columbia University, New York, NY, USA |
| authorships[11].author.id | https://openalex.org/A5010480125 |
| authorships[11].author.orcid | https://orcid.org/0000-0002-5835-3496 |
| authorships[11].author.display_name | Louis R. Pasquale |
| authorships[11].countries | US |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I1283280774, https://openalex.org/I136199984 |
| authorships[11].affiliations[0].raw_affiliation_string | Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA |
| authorships[11].affiliations[1].institution_ids | https://openalex.org/I98704320 |
| authorships[11].affiliations[1].raw_affiliation_string | Icahn School of Medicine at Mount Sinai, Department of Ophthalmology, New York, NY, USA |
| authorships[11].institutions[0].id | https://openalex.org/I1283280774 |
| authorships[11].institutions[0].ror | https://ror.org/04b6nzv94 |
| authorships[11].institutions[0].type | healthcare |
| authorships[11].institutions[0].lineage | https://openalex.org/I1283280774, https://openalex.org/I48633490 |
| authorships[11].institutions[0].country_code | US |
| authorships[11].institutions[0].display_name | Brigham and Women's Hospital |
| authorships[11].institutions[1].id | https://openalex.org/I136199984 |
| authorships[11].institutions[1].ror | https://ror.org/03vek6s52 |
| authorships[11].institutions[1].type | education |
| authorships[11].institutions[1].lineage | https://openalex.org/I136199984 |
| authorships[11].institutions[1].country_code | US |
| authorships[11].institutions[1].display_name | Harvard University |
| authorships[11].institutions[2].id | https://openalex.org/I98704320 |
| authorships[11].institutions[2].ror | https://ror.org/04a9tmd77 |
| authorships[11].institutions[2].type | education |
| authorships[11].institutions[2].lineage | https://openalex.org/I1320796813, https://openalex.org/I98704320 |
| authorships[11].institutions[2].country_code | US |
| authorships[11].institutions[2].display_name | Icahn School of Medicine at Mount Sinai |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Louis R. Pasquale |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA, Icahn School of Medicine at Mount Sinai, Department of Ophthalmology, New York, NY, USA |
| authorships[12].author.id | https://openalex.org/A5034761457 |
| authorships[12].author.orcid | https://orcid.org/0000-0002-0360-1296 |
| authorships[12].author.display_name | Lucy Q. Shen |
| authorships[12].countries | US |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I1287163989 |
| authorships[12].affiliations[0].raw_affiliation_string | Massachusetts Eye and Ear, Boston, MA, USA |
| authorships[12].institutions[0].id | https://openalex.org/I1287163989 |
| authorships[12].institutions[0].ror | https://ror.org/04g3dn724 |
| authorships[12].institutions[0].type | healthcare |
| authorships[12].institutions[0].lineage | https://openalex.org/I1287163989 |
| authorships[12].institutions[0].country_code | US |
| authorships[12].institutions[0].display_name | Massachusetts Eye and Ear Infirmary |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | Lucy Q. Shen |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | Massachusetts Eye and Ear, Boston, MA, USA |
| authorships[13].author.id | https://openalex.org/A5054298712 |
| authorships[13].author.orcid | https://orcid.org/0000-0003-4327-4602 |
| authorships[13].author.display_name | Yangjiani Li |
| authorships[13].countries | US |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I1287163989, https://openalex.org/I136199984, https://openalex.org/I61628605 |
| authorships[13].affiliations[0].raw_affiliation_string | Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA |
| authorships[13].institutions[0].id | https://openalex.org/I136199984 |
| authorships[13].institutions[0].ror | https://ror.org/03vek6s52 |
| authorships[13].institutions[0].type | education |
| authorships[13].institutions[0].lineage | https://openalex.org/I136199984 |
| authorships[13].institutions[0].country_code | US |
| authorships[13].institutions[0].display_name | Harvard University |
| authorships[13].institutions[1].id | https://openalex.org/I1287163989 |
| authorships[13].institutions[1].ror | https://ror.org/04g3dn724 |
| authorships[13].institutions[1].type | healthcare |
| authorships[13].institutions[1].lineage | https://openalex.org/I1287163989 |
| authorships[13].institutions[1].country_code | US |
| authorships[13].institutions[1].display_name | Massachusetts Eye and Ear Infirmary |
| authorships[13].institutions[2].id | https://openalex.org/I61628605 |
| authorships[13].institutions[2].ror | https://ror.org/05783y657 |
| authorships[13].institutions[2].type | nonprofit |
| authorships[13].institutions[2].lineage | https://openalex.org/I61628605 |
| authorships[13].institutions[2].country_code | US |
| authorships[13].institutions[2].display_name | Smith-Kettlewell Eye Research Institute |
| authorships[13].author_position | middle |
| authorships[13].raw_author_name | Yangjiani Li |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA |
| authorships[14].author.id | https://openalex.org/A5047341378 |
| authorships[14].author.orcid | https://orcid.org/0000-0002-2032-0496 |
| authorships[14].author.display_name | Tobias Elze |
| authorships[14].countries | US |
| authorships[14].affiliations[0].institution_ids | https://openalex.org/I1287163989, https://openalex.org/I136199984, https://openalex.org/I61628605 |
| authorships[14].affiliations[0].raw_affiliation_string | Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA |
| authorships[14].institutions[0].id | https://openalex.org/I136199984 |
| authorships[14].institutions[0].ror | https://ror.org/03vek6s52 |
| authorships[14].institutions[0].type | education |
| authorships[14].institutions[0].lineage | https://openalex.org/I136199984 |
| authorships[14].institutions[0].country_code | US |
| authorships[14].institutions[0].display_name | Harvard University |
| authorships[14].institutions[1].id | https://openalex.org/I1287163989 |
| authorships[14].institutions[1].ror | https://ror.org/04g3dn724 |
| authorships[14].institutions[1].type | healthcare |
| authorships[14].institutions[1].lineage | https://openalex.org/I1287163989 |
| authorships[14].institutions[1].country_code | US |
| authorships[14].institutions[1].display_name | Massachusetts Eye and Ear Infirmary |
| authorships[14].institutions[2].id | https://openalex.org/I61628605 |
| authorships[14].institutions[2].ror | https://ror.org/05783y657 |
| authorships[14].institutions[2].type | nonprofit |
| authorships[14].institutions[2].lineage | https://openalex.org/I61628605 |
| authorships[14].institutions[2].country_code | US |
| authorships[14].institutions[2].display_name | Smith-Kettlewell Eye Research Institute |
| authorships[14].author_position | last |
| authorships[14].raw_author_name | Tobias Elze |
| authorships[14].is_corresponding | False |
| authorships[14].raw_affiliation_strings | Schepens Eye Research Institute of Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1167/tvst.10.7.27 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10250 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9998999834060669 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2731 |
| primary_topic.subfield.display_name | Ophthalmology |
| primary_topic.display_name | Glaucoma and retinal disorders |
| related_works | https://openalex.org/W4200112873, https://openalex.org/W2955796858, https://openalex.org/W4224941037, https://openalex.org/W2004826645, https://openalex.org/W2075211857, https://openalex.org/W77622534, https://openalex.org/W2058371815, https://openalex.org/W2155214832, https://openalex.org/W3028891078, https://openalex.org/W3137518859 |
| cited_by_count | 14 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 4 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 2 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 3 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 4 |
| counts_by_year[4].year | 2021 |
| counts_by_year[4].cited_by_count | 1 |
| locations_count | 3 |
| best_oa_location.id | doi:10.1167/tvst.10.7.27 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2764591444 |
| best_oa_location.source.issn | 2164-2591 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2164-2591 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Translational Vision Science & Technology |
| best_oa_location.source.host_organization | https://openalex.org/P4310315919 |
| best_oa_location.source.host_organization_name | Association for Research in Vision and Ophthalmology |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310315919 |
| best_oa_location.source.host_organization_lineage_names | Association for Research in Vision and Ophthalmology |
| best_oa_location.license | cc-by-nc-nd |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Translational Vision Science & Technology |
| best_oa_location.landing_page_url | https://doi.org/10.1167/tvst.10.7.27 |
| primary_location.id | doi:10.1167/tvst.10.7.27 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2764591444 |
| primary_location.source.issn | 2164-2591 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2164-2591 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Translational Vision Science & Technology |
| primary_location.source.host_organization | https://openalex.org/P4310315919 |
| primary_location.source.host_organization_name | Association for Research in Vision and Ophthalmology |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310315919 |
| primary_location.source.host_organization_lineage_names | Association for Research in Vision and Ophthalmology |
| primary_location.license | cc-by-nc-nd |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Translational Vision Science & Technology |
| primary_location.landing_page_url | https://doi.org/10.1167/tvst.10.7.27 |
| publication_date | 2021-06-22 |
| publication_year | 2021 |
| referenced_works | https://openalex.org/W2076607003, https://openalex.org/W2090432035, https://openalex.org/W127458824, https://openalex.org/W2007611245, https://openalex.org/W2783687327, https://openalex.org/W2557738935, https://openalex.org/W2772246530, https://openalex.org/W6605162137, https://openalex.org/W2064980575, https://openalex.org/W1978159650, https://openalex.org/W2033972793, https://openalex.org/W2013275677, https://openalex.org/W2904677015, https://openalex.org/W2766149402, https://openalex.org/W2734698367, https://openalex.org/W2914812828, https://openalex.org/W2988121614, https://openalex.org/W2998662278, https://openalex.org/W6771979868, https://openalex.org/W2912084594, https://openalex.org/W2090656275, https://openalex.org/W2150765167, https://openalex.org/W2414083061, https://openalex.org/W2082589384, https://openalex.org/W6639175750, https://openalex.org/W4213009331, https://openalex.org/W2995814342, https://openalex.org/W46659105, https://openalex.org/W344653888, https://openalex.org/W1532325895 |
| referenced_works_count | 30 |
| abstract_inverted_index.to | 3 |
| abstract_inverted_index.may | 1 |
| abstract_inverted_index.MLCs | 0 |
| abstract_inverted_index.help | 2 |
| abstract_inverted_index.field | 6 |
| abstract_inverted_index.visual | 5 |
| abstract_inverted_index.determine | 4 |
| abstract_inverted_index.progression. | 7 |
| cited_by_percentile_year.max | 98 |
| cited_by_percentile_year.min | 89 |
| corresponding_author_ids | https://openalex.org/A5011529236 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 15 |
| corresponding_institution_ids | https://openalex.org/I126744593 |
| citation_normalized_percentile.value | 0.84988295 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |