{"id":"https://openalex.org/W4401824098","doi":"https://doi.org/10.3233/shti240776","title":"Efficient Clinical Information Extraction from Breast Radiology Reports in French","display_name":"Efficient Clinical Information Extraction from Breast Radiology Reports in French","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401824098","doi":"https://doi.org/10.3233/shti240776","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176562"},"language":"en","primary_location":{"id":"doi:10.3233/shti240776","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240776","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240776","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240776","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084199339","display_name":"Jamil Zaghir","orcid":"https://orcid.org/0000-0002-8209-6098"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]}],"countries":["CH","US"],"is_corresponding":true,"raw_author_name":"Jamil Zaghir","raw_affiliation_strings":["Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","Informatics Innovations for Sustainable Health Care Systems","Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Informatics Innovations for Sustainable Health Care Systems","institution_ids":["https://openalex.org/I4210091604"]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082468764","display_name":"Belinda Lokaj","orcid":null},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Belinda Lokaj","raw_affiliation_strings":["Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Del\u00e9mont, Switzerland","Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","Informatics Innovations for Sustainable Health Care Systems"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Del\u00e9mont, Switzerland","institution_ids":["https://openalex.org/I173439891"]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Informatics Innovations for Sustainable Health Care Systems","institution_ids":["https://openalex.org/I4210091604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036582275","display_name":"Karen Kinkel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105828","display_name":"Hospital Neuch\u00e2tel","ror":"https://ror.org/01mk9jb73","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210105828"]},{"id":"https://openalex.org/I4405267818","display_name":"R\u00e9seau hospitalier neuch\u00e2telois","ror":"https://ror.org/04h35ha28","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4405267818"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Karen Kinkel","raw_affiliation_strings":["R\u00e9seau Hospitalier Neuch\u00e2telois, Neuch\u00e2tel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R\u00e9seau Hospitalier Neuch\u00e2telois, Neuch\u00e2tel, Switzerland","institution_ids":["https://openalex.org/I4210105828","https://openalex.org/I4405267818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106681583","display_name":"Amal-Dahila Djema","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121971","display_name":"Hirslanden Clinique des Grangettes","ror":"https://ror.org/035a07q19","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210110334","https://openalex.org/I4210121971"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Amal-Dahila Djema","raw_affiliation_strings":["Hirslanden \u2013 Clinique des Grangettes, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hirslanden \u2013 Clinique des Grangettes, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210121971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011564169","display_name":"Hugues Turb\u00e9","orcid":"https://orcid.org/0000-0002-6063-9039"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Hugues Turb\u00e9","raw_affiliation_strings":["Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","Informatics Innovations for Sustainable Health Care Systems"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Informatics Innovations for Sustainable Health Care Systems","institution_ids":["https://openalex.org/I4210091604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064859584","display_name":"Mina Bjelogrlic","orcid":"https://orcid.org/0000-0002-6922-3283"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Mina Bjelogrlic","raw_affiliation_strings":["Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","Informatics Innovations for Sustainable Health Care Systems"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Informatics Innovations for Sustainable Health Care Systems","institution_ids":["https://openalex.org/I4210091604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066974852","display_name":"Valentin Durand de Gevigney","orcid":"https://orcid.org/0000-0002-8714-9355"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Valentin Durand de Gevigney","raw_affiliation_strings":["Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Del\u00e9mont, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Del\u00e9mont, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051687634","display_name":"J\u00e9r\u00f4me Schmid","orcid":"https://orcid.org/0000-0003-2464-8971"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Schmid","raw_affiliation_strings":["Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Del\u00e9mont, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Del\u00e9mont, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016557721","display_name":"Christian Lovis","orcid":"https://orcid.org/0000-0002-2681-8076"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Christian Lovis","raw_affiliation_strings":["Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","Informatics Innovations for Sustainable Health Care Systems"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Informatics Innovations for Sustainable Health Care Systems","institution_ids":["https://openalex.org/I4210091604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017949306","display_name":"Jean-Philippe Goldman","orcid":"https://orcid.org/0000-0003-4000-4199"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Goldman","raw_affiliation_strings":["Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","Informatics Innovations for Sustainable Health Care Systems","Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Informatics Innovations for Sustainable Health Care Systems","institution_ids":["https://openalex.org/I4210091604"]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084199339"],"corresponding_institution_ids":["https://openalex.org/I114457229","https://openalex.org/I4210091604"],"apc_list":null,"apc_paid":null,"fwci":2.0691,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87141948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"316","issue":null,"first_page":"1780","last_page":"1784"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9835000038146973,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9835000038146973,"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/T10028","display_name":"Topic Modeling","score":0.9829999804496765,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6600174903869629},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6567728519439697},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6250883936882019},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.5231391191482544},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5224246382713318},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5053172707557678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41193655133247375},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3616766929626465},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.34965288639068604},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34063124656677246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32078951597213745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24544501304626465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6600174903869629},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6567728519439697},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6250883936882019},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.5231391191482544},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5224246382713318},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5053172707557678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41193655133247375},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3616766929626465},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.34965288639068604},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34063124656677246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32078951597213745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24544501304626465},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005602","descriptor_name":"France","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005602","descriptor_name":"France","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005602","descriptor_name":"France","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005602","descriptor_name":"France","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":"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013557","descriptor_name":"Switzerland","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013557","descriptor_name":"Switzerland","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013557","descriptor_name":"Switzerland","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013557","descriptor_name":"Switzerland","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3233/shti240776","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240776","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240776","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176562","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176562","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:unige.ch:aou:unige:180155","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:180155","pdf_url":"https://access.archive-ouverte.unige.ch/access/metadata/634cb989-5201-4967-b21e-ca6f15580c98/download","source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Studies in health technology and informatics, vol. 316 (2024) p. 1780-1784","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:hesso.tind.io:14682","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/14682","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/14682","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3233/shti240776","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240776","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240776","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401824098.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W8550301","https://openalex.org/W2338526423","https://openalex.org/W2549158913","https://openalex.org/W2768567289","https://openalex.org/W2896155826","https://openalex.org/W3198293575","https://openalex.org/W4281489347","https://openalex.org/W4365148828","https://openalex.org/W4385330715","https://openalex.org/W4387327030"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2030816003","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W4239992647","https://openalex.org/W2150013480","https://openalex.org/W1554458299"],"abstract_inverted_index":{"Radiology":[0],"reports":[1,35],"contain":[2],"crucial":[3],"patient":[4],"information,":[5],"in":[6,36],"addition":[7],"to":[8,30],"images,":[9],"that":[10],"can":[11],"be":[12],"automatically":[13],"extracted":[14],"for":[15,24,47,83],"secondary":[16],"uses":[17],"such":[18],"as":[19],"clinical":[20,41,76],"support":[21],"and":[22,53,57,63,78],"research":[23],"diagnosis.":[25],"We":[26],"tested":[27],"several":[28],"classifiers":[29],"classify":[31],"1,218":[32],"breast":[33],"MRI":[34],"French":[37],"from":[38],"two":[39],"Swiss":[40],"centers.":[42],"Logistic":[43],"regression":[44],"performed":[45],"better":[46],"both":[48],"internal":[49],"(accuracy":[50,60],">":[51,55,61,65],"0.95":[52],"macro-F1":[54,64],"0.86)":[56],"external":[58],"data":[59],"0.81":[62],"0.41).":[66],"Automating":[67],"this":[68],"task":[69],"will":[70],"facilitate":[71],"efficient":[72],"extraction":[73],"of":[74],"targeted":[75],"parameters":[77],"provide":[79],"a":[80],"good":[81],"basis":[82],"future":[84],"annotation":[85],"processes":[86],"through":[87],"automatic":[88],"pre-annotation.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}