{"id":"https://openalex.org/W4297140909","doi":"https://doi.org/10.1016/j.artmed.2022.102408","title":"Temporal deep learning framework for retinopathy prediction in patients with type 1 diabetes","display_name":"Temporal deep learning framework for retinopathy prediction in patients with type 1 diabetes","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4297140909","doi":"https://doi.org/10.1016/j.artmed.2022.102408","pmid":"https://pubmed.ncbi.nlm.nih.gov/36328668"},"language":"en","primary_location":{"id":"doi:10.1016/j.artmed.2022.102408","doi":"https://doi.org/10.1016/j.artmed.2022.102408","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102408","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.1016/j.artmed.2022.102408","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038662752","display_name":"Sara Rabhi","orcid":"https://orcid.org/0000-0003-4014-9152","observed_orcids":["https://orcid.org/0000-0003-4014-9152"]},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"id":"https://openalex.org/I4405261500","display_name":"Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","ror":"https://ror.org/05d29yv45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010","https://openalex.org/I4405261500"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sara Rabhi","raw_affiliation_strings":["Department RS2M, T\u00e9l\u00e9com SudParis, 9 rue Charles Fourier, Evry, 91000, France. Electronic address: sara.rabhi@gmail.com","IP Paris - Institut Polytechnique de Paris (France)","R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)"],"raw_orcid":"https://orcid.org/0000-0003-4014-9152","affiliations":[{"raw_affiliation_string":"Department RS2M, T\u00e9l\u00e9com SudParis, 9 rue Charles Fourier, Evry, 91000, France. Electronic address: sara.rabhi@gmail.com","institution_ids":["https://openalex.org/I4387153010"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (France)","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010","https://openalex.org/I4405261500"]},{"raw_affiliation_string":"TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","institution_ids":["https://openalex.org/I4387153010"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fr\u00e9d\u00e9ric Blanchard","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Blanchard","raw_affiliation_strings":["CRESTIC EA 3804, Universit\u00e9 Reims Champagne-Ardenne, UFR Sciences Exactes et Naturelles, Moulin de la Housse, 51687, Reims, France","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRESTIC EA 3804, Universit\u00e9 Reims Champagne-Ardenne, UFR Sciences Exactes et Naturelles, Moulin de la Housse, 51687, Reims, France","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I96226040"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I96226040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104079553","display_name":"Alpha Mamadou Diallo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105796","display_name":"Centre Hospitalier Universitaire de Reims","ror":"https://ror.org/01jbb3w63","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210105796"]},{"id":"https://openalex.org/I4210126712","display_name":"H\u00f4pital Robert-Debr\u00e9","ror":"https://ror.org/02dcqy320","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210126712"]},{"id":"https://openalex.org/I4405253620","display_name":"Vieillissement, Fragilit\u00e9","ror":"https://ror.org/00wppxb27","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405253620","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alpha Mamadou Diallo","raw_affiliation_strings":["CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France; Laboratoire de recherche en Sant\u00e9 Publique, Vieillissement, Qualit\u00e9 de vie et R\u00e9adaptation des Sujets Fragiles, EA 3797, Universit\u00e9 Reims Champagne-Ardenne, 51092, Reims, France","CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","VIEFRA - EA 3797 - Vieillissement, Fragilit\u00e9 (UFR MEDECINE\r\n51 rue Cognacq Jay\r\n51095 REIMS Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France; Laboratoire de recherche en Sant\u00e9 Publique, Vieillissement, Qualit\u00e9 de vie et R\u00e9adaptation des Sujets Fragiles, EA 3797, Universit\u00e9 Reims Champagne-Ardenne, 51092, Reims, France","institution_ids":["https://openalex.org/I4210105796","https://openalex.org/I4210126712","https://openalex.org/I4405253620","https://openalex.org/I96226040"]},{"raw_affiliation_string":"CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","institution_ids":["https://openalex.org/I4210105796"]},{"raw_affiliation_string":"VIEFRA - EA 3797 - Vieillissement, Fragilit\u00e9 (UFR MEDECINE\r\n51 rue Cognacq Jay\r\n51095 REIMS Cedex - France)","institution_ids":["https://openalex.org/I4405253620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034736630","display_name":"Djamal Zeghlache","orcid":"https://orcid.org/0000-0002-9558-8120","observed_orcids":["https://orcid.org/0000-0002-9558-8120"]},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"id":"https://openalex.org/I4405261500","display_name":"Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","ror":"https://ror.org/05d29yv45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010","https://openalex.org/I4405261500"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djamal Zeghlache","raw_affiliation_strings":["Department RS2M, T\u00e9l\u00e9com SudParis, 9 rue Charles Fourier, Evry, 91000, France","IP Paris - Institut Polytechnique de Paris (France)","R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)"],"raw_orcid":"https://orcid.org/0000-0002-9558-8120","affiliations":[{"raw_affiliation_string":"Department RS2M, T\u00e9l\u00e9com SudParis, 9 rue Charles Fourier, Evry, 91000, France","institution_ids":["https://openalex.org/I4387153010"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (France)","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010","https://openalex.org/I4405261500"]},{"raw_affiliation_string":"TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","institution_ids":["https://openalex.org/I4387153010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086414408","display_name":"C\u00e9line Lukas","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105796","display_name":"Centre Hospitalier Universitaire de Reims","ror":"https://ror.org/01jbb3w63","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210105796"]},{"id":"https://openalex.org/I4210126712","display_name":"H\u00f4pital Robert-Debr\u00e9","ror":"https://ror.org/02dcqy320","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210126712"]},{"id":"https://openalex.org/I4405253620","display_name":"Vieillissement, Fragilit\u00e9","ror":"https://ror.org/00wppxb27","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405253620","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C\u00e9line Lukas","raw_affiliation_strings":["CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France; Laboratoire de recherche en Sant\u00e9 Publique, Vieillissement, Qualit\u00e9 de vie et R\u00e9adaptation des Sujets Fragiles, EA 3797, Universit\u00e9 Reims Champagne-Ardenne, 51092, Reims, France","CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","VIEFRA - EA 3797 - Vieillissement, Fragilit\u00e9 (UFR MEDECINE\r\n51 rue Cognacq Jay\r\n51095 REIMS Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France; Laboratoire de recherche en Sant\u00e9 Publique, Vieillissement, Qualit\u00e9 de vie et R\u00e9adaptation des Sujets Fragiles, EA 3797, Universit\u00e9 Reims Champagne-Ardenne, 51092, Reims, France","institution_ids":["https://openalex.org/I4210105796","https://openalex.org/I4210126712","https://openalex.org/I4405253620","https://openalex.org/I96226040"]},{"raw_affiliation_string":"CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","institution_ids":["https://openalex.org/I4210105796"]},{"raw_affiliation_string":"VIEFRA - EA 3797 - Vieillissement, Fragilit\u00e9 (UFR MEDECINE\r\n51 rue Cognacq Jay\r\n51095 REIMS Cedex - France)","institution_ids":["https://openalex.org/I4405253620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017537989","display_name":"Aur\u00e9lie Berot","orcid":"https://orcid.org/0000-0002-0457-5042","observed_orcids":["https://orcid.org/0000-0002-0457-5042"]},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210105796","display_name":"Centre Hospitalier Universitaire de Reims","ror":"https://ror.org/01jbb3w63","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210105796"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aur\u00e9lie Berot","raw_affiliation_strings":["CHU de Reims - American Memorial Hospital - Service de P\u00e9diatrie, 47 rue Cognac Jay, 51092, Reims, France; Laboratoire d'Education et Pratiques de Sant\u00e9, EA 3412, Universit\u00e9 Sorbonne Paris Nord, 74 rue Marcel Cachin, 93017, Bobigny, France","CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","Universit\u00e9 Sorbonne Paris Nord (99, avenue Jean-Baptiste Cl\u00e9ment, 93430 Villetaneuse - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU de Reims - American Memorial Hospital - Service de P\u00e9diatrie, 47 rue Cognac Jay, 51092, Reims, France; Laboratoire d'Education et Pratiques de Sant\u00e9, EA 3412, Universit\u00e9 Sorbonne Paris Nord, 74 rue Marcel Cachin, 93017, Bobigny, France","institution_ids":["https://openalex.org/I4210091279","https://openalex.org/I4210105796"]},{"raw_affiliation_string":"CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","institution_ids":["https://openalex.org/I4210105796"]},{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord (99, avenue Jean-Baptiste Cl\u00e9ment, 93430 Villetaneuse - France)","institution_ids":["https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047878606","display_name":"Brigitte Delemer","orcid":"https://orcid.org/0000-0002-4320-2601","observed_orcids":["https://orcid.org/0000-0002-4320-2601"]},"institutions":[{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210105796","display_name":"Centre Hospitalier Universitaire de Reims","ror":"https://ror.org/01jbb3w63","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210105796"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Brigitte Delemer","raw_affiliation_strings":["CRESTIC EA 3804, Universit\u00e9 Reims Champagne-Ardenne, UFR Sciences Exactes et Naturelles, Moulin de la Housse, 51687, Reims, France; CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France","CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"raw_orcid":"https://orcid.org/0000-0002-4320-2601","affiliations":[{"raw_affiliation_string":"CRESTIC EA 3804, Universit\u00e9 Reims Champagne-Ardenne, UFR Sciences Exactes et Naturelles, Moulin de la Housse, 51687, Reims, France; CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210105796","https://openalex.org/I96226040"]},{"raw_affiliation_string":"CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","institution_ids":["https://openalex.org/I4210105796"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I96226040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080592332","display_name":"Sara Barraud","orcid":"https://orcid.org/0000-0001-6987-9218","observed_orcids":["https://orcid.org/0000-0001-6987-9218"]},"institutions":[{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210105796","display_name":"Centre Hospitalier Universitaire de Reims","ror":"https://ror.org/01jbb3w63","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210105796"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sara Barraud","raw_affiliation_strings":["CRESTIC EA 3804, Universit\u00e9 Reims Champagne-Ardenne, UFR Sciences Exactes et Naturelles, Moulin de la Housse, 51687, Reims, France; CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France","CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRESTIC EA 3804, Universit\u00e9 Reims Champagne-Ardenne, UFR Sciences Exactes et Naturelles, Moulin de la Housse, 51687, Reims, France; CHU de Reims - H\u00f4pital Robert Debr\u00e9, Service d'Endocrinologie - Diab\u00e8te - Nutrition, Avenue du G\u00e9n\u00e9ral Koenig, 51092, Reims, France","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210105796","https://openalex.org/I96226040"]},{"raw_affiliation_string":"CHU Reims - H\u00f4pital universitaire Robert Debr\u00e9 [Reims] (rue du General Koenig 51090 Reims Cedex - France)","institution_ids":["https://openalex.org/I4210105796"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I96226040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3140,"currency":"USD","value_usd":3140},"apc_paid":null,"fwci":0.2313,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.33118557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"133","issue":"C","first_page":"102408","last_page":"102408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0003000000142492354,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"type 1 diabetes","score":0.996999979019165},{"id":"https://openalex.org/keywords/temporal-deep-learning","display_name":"temporal deep learning","score":0.7990000247955322},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.7450000047683716},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.8920000195503235},{"id":"https://openalex.org/keywords/hba1c","display_name":"HbA1c","score":0.9120000004768372},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.8659999966621399},{"id":"https://openalex.org/keywords/longitudinal-data-modeling","display_name":"longitudinal data modeling","score":0.7319999933242798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6906004548072815},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6871088147163391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5865989327430725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5474219918251038},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.542807400226593},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4623692035675049},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4369279742240906},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.43601667881011963},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.4144701659679413},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.336844265460968},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23937350511550903},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.19974011182785034},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.12682873010635376},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11015719175338745},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012164","descriptor_name":"Retinal Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.artmed.2022.102408","doi":"https://doi.org/10.1016/j.artmed.2022.102408","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102408","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:36328668","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36328668","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":"Artificial intelligence in medicine","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-03889323v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-03889323","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine, 2022, 133 (C), pp.102408. ⟨10.1016/j.artmed.2022.102408⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-03899332v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03899332","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 0933-3657","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.artmed.2022.102408","doi":"https://doi.org/10.1016/j.artmed.2022.102408","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102408","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316512","display_name":"Bpifrance","ror":"https://ror.org/008zkt807"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W1525783482","https://openalex.org/W1539670134","https://openalex.org/W1546047689","https://openalex.org/W1574458575","https://openalex.org/W1924770834","https://openalex.org/W2027106132","https://openalex.org/W2064675550","https://openalex.org/W2157331557","https://openalex.org/W2177350256","https://openalex.org/W2262322820","https://openalex.org/W2396881363","https://openalex.org/W2404901863","https://openalex.org/W2410877745","https://openalex.org/W2481271618","https://openalex.org/W2511950764","https://openalex.org/W2517194566","https://openalex.org/W2517259736","https://openalex.org/W2518582440","https://openalex.org/W2533800772","https://openalex.org/W2559646245","https://openalex.org/W2560773370","https://openalex.org/W2566079294","https://openalex.org/W2607045400","https://openalex.org/W2607113351","https://openalex.org/W2610304972","https://openalex.org/W2612292012","https://openalex.org/W2626778328","https://openalex.org/W2690721124","https://openalex.org/W2738975713","https://openalex.org/W2739639530","https://openalex.org/W2739805805","https://openalex.org/W2754051771","https://openalex.org/W2769264260","https://openalex.org/W2784499877","https://openalex.org/W2791485417","https://openalex.org/W2803894793","https://openalex.org/W2807893746","https://openalex.org/W2884001105","https://openalex.org/W2892035503","https://openalex.org/W2897007327","https://openalex.org/W2904388869","https://openalex.org/W2907262778","https://openalex.org/W2912390055","https://openalex.org/W2913240367","https://openalex.org/W2914209001","https://openalex.org/W2914683543","https://openalex.org/W2921671163","https://openalex.org/W2930139824","https://openalex.org/W2945583287","https://openalex.org/W2949676527","https://openalex.org/W2954731415","https://openalex.org/W2963532813","https://openalex.org/W2963922828","https://openalex.org/W2964010366","https://openalex.org/W2964335123","https://openalex.org/W2968635645","https://openalex.org/W2970733709","https://openalex.org/W2972530371","https://openalex.org/W2990000777","https://openalex.org/W2997353686","https://openalex.org/W2998880869","https://openalex.org/W3006961624","https://openalex.org/W3024836211","https://openalex.org/W3048737435","https://openalex.org/W3080967847","https://openalex.org/W3081851637","https://openalex.org/W3082762715","https://openalex.org/W3095645723","https://openalex.org/W3106920072","https://openalex.org/W3108251697","https://openalex.org/W3111488276","https://openalex.org/W3119612757","https://openalex.org/W3122022143","https://openalex.org/W3126159064","https://openalex.org/W3159265489","https://openalex.org/W3169849584","https://openalex.org/W3171734680","https://openalex.org/W3173035603","https://openalex.org/W3194761804","https://openalex.org/W4388297464","https://openalex.org/W7140942257"],"related_works":["https://openalex.org/W2560773370","https://openalex.org/W4387950320","https://openalex.org/W4390706054","https://openalex.org/W7127299305","https://openalex.org/W2894660534","https://openalex.org/W4415330043","https://openalex.org/W4288052479","https://openalex.org/W7167467073","https://openalex.org/W4403724317","https://openalex.org/W7171381000"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-09-27T00:00:00"}