{"id":"https://openalex.org/W2990132161","doi":null,"title":"Predictive Models for Diabetic Retinopathy from Non-Image Teleretinal Screening Data.","display_name":"Predictive Models for Diabetic Retinopathy from Non-Image Teleretinal Screening Data.","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990132161","mag":"2990132161","pmid":"https://pubmed.ncbi.nlm.nih.gov/31259001","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6568122"},"language":"en","primary_location":{"id":"pmid:31259001","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31259001","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science","raw_type":"Journal Article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC6568122/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002031314","display_name":"Omolola Ijeoma Ogunyemi","orcid":"https://orcid.org/0000-0002-1388-244X","observed_orcids":["https://orcid.org/0000-0002-1388-244X"]},"institutions":[{"id":"https://openalex.org/I52710748","display_name":"Charles R. Drew University of Medicine and Science","ror":"https://ror.org/038x2fh14","country_code":"US","type":"education","lineage":["https://openalex.org/I52710748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omolola I Ogunyemi","raw_affiliation_strings":["Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA","institution_ids":["https://openalex.org/I52710748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003517108","display_name":"Meghal Gandhi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52710748","display_name":"Charles R. Drew University of Medicine and Science","ror":"https://ror.org/038x2fh14","country_code":"US","type":"education","lineage":["https://openalex.org/I52710748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meghal Gandhi","raw_affiliation_strings":["Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA","institution_ids":["https://openalex.org/I52710748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027093843","display_name":"Chandler Tayek","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]},{"id":"https://openalex.org/I52710748","display_name":"Charles R. Drew University of Medicine and Science","ror":"https://ror.org/038x2fh14","country_code":"US","type":"education","lineage":["https://openalex.org/I52710748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chandler Tayek","raw_affiliation_strings":["Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA","Dept of Computer Science, University of Massachusetts, Amherst, Amherst, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA","institution_ids":["https://openalex.org/I52710748"]},{"raw_affiliation_string":"Dept of Computer Science, University of Massachusetts, Amherst, Amherst, MA","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4179,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.79208064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"2019","issue":null,"first_page":"472","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.6991999745368958,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.6991999745368958,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.16599999368190765,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.035999998450279236,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"diabetic retinopathy","score":0.9980000257492065},{"id":"https://openalex.org/keywords/clinical-data","display_name":"clinical data","score":0.527999997138977},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.6200000047683716},{"id":"https://openalex.org/keywords/retinopathy-detection","display_name":"retinopathy detection","score":0.7160000205039978},{"id":"https://openalex.org/keywords/underserved-populations","display_name":"underserved populations","score":0.7559999823570251}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.866828441619873},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7504425644874573},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.688044011592865},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.6672643423080444},{"id":"https://openalex.org/C2777155141","wikidata":"https://www.wikidata.org/wiki/Q796207","display_name":"Eye examination","level":3,"score":0.6388497948646545},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.41302022337913513},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.4091106057167053},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.32796943187713623},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.26643407344818115},{"id":"https://openalex.org/C2778257484","wikidata":"https://www.wikidata.org/wiki/Q555066","display_name":"Visual acuity","level":2,"score":0.1896437406539917},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.10664013028144836},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmid:31259001","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31259001","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6568122","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC6568122/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Jt Summits Transl Sci Proc","raw_type":"Text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt9v97h7cr","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/9v97h7cr","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AMIA Joint Summits on Translational Science Proceedings, vol 2019","raw_type":"article"},{"id":"mag:2990132161","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31259001","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6568122","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC6568122/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Jt Summits Transl Sci Proc","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.98580002784729}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4557589734","display_name":"Predicting Diabetic Retinopathy from Risk Factor Data and Digital Retinal Images","funder_award_id":"R01LM012309","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1699388039","https://openalex.org/W1984158303","https://openalex.org/W1995005400","https://openalex.org/W2002294222","https://openalex.org/W2049036672","https://openalex.org/W2056518857","https://openalex.org/W2058428120","https://openalex.org/W2091871706","https://openalex.org/W2111287126","https://openalex.org/W2115531174","https://openalex.org/W2138480916","https://openalex.org/W2410877745","https://openalex.org/W2557738935","https://openalex.org/W2598442119","https://openalex.org/W2640386719","https://openalex.org/W2772246530"],"related_works":["https://openalex.org/W2410877745","https://openalex.org/W1995005400","https://openalex.org/W2425980802","https://openalex.org/W4313570781","https://openalex.org/W7170192634","https://openalex.org/W4312963263","https://openalex.org/W6903922369","https://openalex.org/W1699388039","https://openalex.org/W3093304428","https://openalex.org/W7166560763"],"abstract_inverted_index":{"Successfully":[0],"detecting":[1],"retinopathy":[2],"from":[3],"diabetic":[4,19],"patients'":[5],"routinely":[6],"collected":[7],"clinical":[8],"data":[9],"could":[10],"help":[11],"clinicians":[12],"in":[13],"medically":[14],"underserved":[15],"areas":[16],"identify":[17],"unscreened":[18],"patients":[20],"who":[21],"are":[22],"at":[23],"risk":[24],"of":[25],"developing":[26],"retinopathy.":[27],"This":[28],"work":[29],"is":[30],"a":[31],"step":[32],"towards":[33],"that":[34],"goal.":[35]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-12-05T00:00:00"}
