{"id":"https://openalex.org/W4296982692","doi":"https://doi.org/10.1016/j.artmed.2022.102407","title":"Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation","display_name":"Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation","publication_year":2022,"publication_date":"2022-09-24","ids":{"openalex":"https://openalex.org/W4296982692","doi":"https://doi.org/10.1016/j.artmed.2022.102407","pmid":"https://pubmed.ncbi.nlm.nih.gov/36328667"},"language":"en","primary_location":{"id":"doi:10.1016/j.artmed.2022.102407","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102407","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,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03797652/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101616007","display_name":"Amina Ben Hamida","orcid":"https://orcid.org/0000-0002-6845-598X"},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"A. Ben Hamida","raw_affiliation_strings":["ICube, University of Strasbourg, France. Electronic address: aminabenhamida.bh@gmail.com","Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube, University of Strasbourg, France. Electronic address: aminabenhamida.bh@gmail.com","institution_ids":[]},{"raw_affiliation_string":"Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie","institution_ids":["https://openalex.org/I4210100283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067446887","display_name":"Maxime Devanne","orcid":"https://orcid.org/0000-0002-1458-3855"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"M. Devanne","raw_affiliation_strings":["IRIMAS, University of Haute-Alsace, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, University of Haute-Alsace, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032791589","display_name":"Jonathan Weber","orcid":"https://orcid.org/0000-0002-3694-4703"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"J. Weber","raw_affiliation_strings":["IRIMAS, University of Haute-Alsace, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, University of Haute-Alsace, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011315376","display_name":"Caroline Truntzer","orcid":"https://orcid.org/0000-0003-0895-4813"},"institutions":[{"id":"https://openalex.org/I4210094685","display_name":"Centre Georges Fran\u00e7ois Leclerc","ror":"https://ror.org/00pjqzf38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210094685","https://openalex.org/I4210141925"]},{"id":"https://openalex.org/I4210092558","display_name":"BC Platforms (Finland)","ror":"https://ror.org/002fen565","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210092558"]}],"countries":["FI","FR"],"is_corresponding":false,"raw_author_name":"C. Truntzer","raw_affiliation_strings":["Platform of Transform in Biological Oncology, Dijon, France","Plateforme d'imagerie pr\u00e9clinique [Centre Georges-Fran\u00e7ois Leclerc]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Platform of Transform in Biological Oncology, Dijon, France","institution_ids":["https://openalex.org/I4210092558"]},{"raw_affiliation_string":"Plateforme d'imagerie pr\u00e9clinique [Centre Georges-Fran\u00e7ois Leclerc]","institution_ids":["https://openalex.org/I4210094685"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073674085","display_name":"Valentin D\u00e9rang\u00e8re","orcid":"https://orcid.org/0000-0002-6311-5628"},"institutions":[{"id":"https://openalex.org/I4210094685","display_name":"Centre Georges Fran\u00e7ois Leclerc","ror":"https://ror.org/00pjqzf38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210094685","https://openalex.org/I4210141925"]},{"id":"https://openalex.org/I4210092558","display_name":"BC Platforms (Finland)","ror":"https://ror.org/002fen565","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210092558"]}],"countries":["FI","FR"],"is_corresponding":false,"raw_author_name":"V. Derang\u00e8re","raw_affiliation_strings":["Platform of Transform in Biological Oncology, Dijon, France","Plateforme d'imagerie pr\u00e9clinique [Centre Georges-Fran\u00e7ois Leclerc]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Platform of Transform in Biological Oncology, Dijon, France","institution_ids":["https://openalex.org/I4210092558"]},{"raw_affiliation_string":"Plateforme d'imagerie pr\u00e9clinique [Centre Georges-Fran\u00e7ois Leclerc]","institution_ids":["https://openalex.org/I4210094685"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043463827","display_name":"Fran\u00e7ois Ghiringhelli","orcid":"https://orcid.org/0000-0002-5465-8305"},"institutions":[{"id":"https://openalex.org/I4210094685","display_name":"Centre Georges Fran\u00e7ois Leclerc","ror":"https://ror.org/00pjqzf38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210094685","https://openalex.org/I4210141925"]},{"id":"https://openalex.org/I4210092558","display_name":"BC Platforms (Finland)","ror":"https://ror.org/002fen565","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210092558"]}],"countries":["FI","FR"],"is_corresponding":false,"raw_author_name":"F. Ghiringhelli","raw_affiliation_strings":["Platform of Transform in Biological Oncology, Dijon, France","Plateforme d'imagerie pr\u00e9clinique [Centre Georges-Fran\u00e7ois Leclerc]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Platform of Transform in Biological Oncology, Dijon, France","institution_ids":["https://openalex.org/I4210092558"]},{"raw_affiliation_string":"Plateforme d'imagerie pr\u00e9clinique [Centre Georges-Fran\u00e7ois Leclerc]","institution_ids":["https://openalex.org/I4210094685"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030958578","display_name":"Germain Forestier","orcid":"https://orcid.org/0000-0002-4960-7554"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"G. Forestier","raw_affiliation_strings":["IRIMAS, University of Haute-Alsace, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, University of Haute-Alsace, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091361238","display_name":"C\u00e9dric Wemmert","orcid":"https://orcid.org/0000-0002-4360-4918"},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Wemmert","raw_affiliation_strings":["ICube, University of Strasbourg, France","Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube, University of Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]},{"raw_affiliation_string":"Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie","institution_ids":["https://openalex.org/I4210100283"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101616007"],"corresponding_institution_ids":["https://openalex.org/I4210100283"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":null,"fwci":2.9163,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.92085749,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"133","issue":null,"first_page":"102407","last_page":"102407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8271735310554504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7659703493118286},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.709237277507782},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6982535123825073},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6783573031425476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.529256284236908},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.475299209356308},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45528730750083923},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4211907386779785},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4189622402191162},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.41359928250312805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8271735310554504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7659703493118286},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.709237277507782},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6982535123825073},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6783573031425476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.529256284236908},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.475299209356308},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45528730750083923},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4211907386779785},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4189622402191162},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.41359928250312805},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.artmed.2022.102407","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102407","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,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:36328667","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36328667","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,"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":null},{"id":"pmh:oai:HAL:hal-03797652v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03797652","pdf_url":"https://hal.science/hal-03797652/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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, &#x27E8;10.1016/j.artmed.2022.102407&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03797652v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03797652","pdf_url":"https://hal.science/hal-03797652/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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, &#x27E8;10.1016/j.artmed.2022.102407&#x27E9;","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296982692.pdf","grobid_xml":"https://content.openalex.org/works/W4296982692.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2098140880","https://openalex.org/W2128252595","https://openalex.org/W2156163116","https://openalex.org/W2194775991","https://openalex.org/W2234666690","https://openalex.org/W2288892845","https://openalex.org/W2412782625","https://openalex.org/W2435090885","https://openalex.org/W2482581235","https://openalex.org/W2504150216","https://openalex.org/W2585890928","https://openalex.org/W2751723768","https://openalex.org/W2762006829","https://openalex.org/W2794803511","https://openalex.org/W2805735218","https://openalex.org/W2888358068","https://openalex.org/W2901946084","https://openalex.org/W2914272101","https://openalex.org/W2948930564","https://openalex.org/W2959438241","https://openalex.org/W2963129226","https://openalex.org/W2963803174","https://openalex.org/W2964043069","https://openalex.org/W2964309882","https://openalex.org/W2975691824","https://openalex.org/W2981994674","https://openalex.org/W2982406227","https://openalex.org/W2986297814","https://openalex.org/W2998097997","https://openalex.org/W3011974116","https://openalex.org/W3043535018","https://openalex.org/W3078820319","https://openalex.org/W3088047400","https://openalex.org/W3089090082","https://openalex.org/W3093051993","https://openalex.org/W3098637688","https://openalex.org/W3100003598","https://openalex.org/W3110908156","https://openalex.org/W3119441468","https://openalex.org/W3122321838","https://openalex.org/W3123982987","https://openalex.org/W3130936001","https://openalex.org/W3132455321","https://openalex.org/W3138973186","https://openalex.org/W3153359550","https://openalex.org/W3159612026","https://openalex.org/W3188481251","https://openalex.org/W3191219235","https://openalex.org/W3207351222","https://openalex.org/W3210404356","https://openalex.org/W3213416579","https://openalex.org/W4205556233","https://openalex.org/W4205753857","https://openalex.org/W4220850682","https://openalex.org/W4244955044","https://openalex.org/W4287103786","https://openalex.org/W4382052864","https://openalex.org/W6639824700","https://openalex.org/W6679504288","https://openalex.org/W6718505333","https://openalex.org/W6749699102","https://openalex.org/W6752321445","https://openalex.org/W6765404763","https://openalex.org/W6768069035","https://openalex.org/W6779934856","https://openalex.org/W6783768408","https://openalex.org/W6786949007","https://openalex.org/W6799604226","https://openalex.org/W6803239612","https://openalex.org/W6806327575"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W1975767702","https://openalex.org/W4375867731","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W2239445980","https://openalex.org/W2080152487","https://openalex.org/W3165349357"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
