{"id":"https://openalex.org/W4281483128","doi":"https://doi.org/10.3233/shti294","title":"Challenges of Trustable AI and Added-Value on Health","display_name":"Challenges of Trustable AI and Added-Value on Health","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281483128","doi":"https://doi.org/10.3233/shti294"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti294","pdf_url":null,"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},"type":"book","type_crossref":"book","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti294","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043301871","display_name":"Brigitte S\u00e9roussi","orcid":"https://orcid.org/0000-0002-7676-2832"},"institutions":[{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. S\u00e9roussi","raw_affiliation_strings":["LIMICS - Laboratoire d'Informatique M\u00e9dicale et Ing\u00e9nierie des Connaissances en e-Sant\u00e9 (Campus des Cordeliers/Escalier D - 15 rue de l'Ecole de M\u00e9decine 75006 Paris - France)","SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)"],"affiliations":[{"raw_affiliation_string":"LIMICS - Laboratoire d'Informatique M\u00e9dicale et Ing\u00e9nierie des Connaissances en e-Sant\u00e9 (Campus des Cordeliers/Escalier D - 15 rue de l'Ecole de M\u00e9decine 75006 Paris - France)","institution_ids":["https://openalex.org/I4389425324"]},{"raw_affiliation_string":"SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210091437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051875719","display_name":"Patrick Weber","orcid":"https://orcid.org/0000-0002-9044-9041"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Patrick Weber","raw_affiliation_strings":["Nice Computing [Lausanne] (Switzerland)"],"affiliations":[{"raw_affiliation_string":"Nice Computing [Lausanne] (Switzerland)","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005420349","display_name":"Ferdinand Dhombres","orcid":"https://orcid.org/0000-0003-3246-8727"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ferdinand Dhombres","raw_affiliation_strings":["LIMICS - Laboratoire d'Informatique M\u00e9dicale et Ing\u00e9nierie des Connaissances en e-Sant\u00e9 (Campus des Cordeliers/Escalier D - 15 rue de l'Ecole de M\u00e9decine 75006 Paris - France)","SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)"],"affiliations":[{"raw_affiliation_string":"SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210091437"]},{"raw_affiliation_string":"LIMICS - Laboratoire d'Informatique M\u00e9dicale et Ing\u00e9nierie des Connaissances en e-Sant\u00e9 (Campus des Cordeliers/Escalier D - 15 rue de l'Ecole de M\u00e9decine 75006 Paris - France)","institution_ids":["https://openalex.org/I4389425324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047002517","display_name":"Cyril Grouin","orcid":"https://orcid.org/0000-0001-5809-188X"},"institutions":[],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Grouin","raw_affiliation_strings":["LISN - Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique (Campus Universitaire b\u00e2t 507\r\nRue du Belv\u00e9d\u00e8re\r\n91405 Orsay cedex\r\net \r\nCampus Universitaire b\u00e2t 640\r\n1 rue Raimond Castaing\r\n91190 Gif-sur-Yvette - France)","STL - Sciences et Technologies des Langues - LISN (France)"],"affiliations":[{"raw_affiliation_string":"STL - Sciences et Technologies des Langues - LISN (France)","institution_ids":[]},{"raw_affiliation_string":"LISN - Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique (Campus Universitaire b\u00e2t 507\r\nRue du Belv\u00e9d\u00e8re\r\n91405 Orsay cedex\r\net \r\nCampus Universitaire b\u00e2t 640\r\n1 rue Raimond Castaing\r\n91190 Gif-sur-Yvette - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032989708","display_name":"Jan-David Liebe","orcid":"https://orcid.org/0000-0003-4993-7884"},"institutions":[{"id":"https://openalex.org/I4210088462","display_name":"MSH Medical School Hamburg \u2013 University of Applied Sciences and Medical University","ror":"https://ror.org/006thab72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210088462"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan-David Liebe","raw_affiliation_strings":["Medical School Hamburg (Germany)"],"affiliations":[{"raw_affiliation_string":"Medical School Hamburg (Germany)","institution_ids":["https://openalex.org/I4210088462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084748745","display_name":"Sylvia Pelayo","orcid":"https://orcid.org/0000-0003-2830-2548"},"institutions":[{"id":"https://openalex.org/I4210150021","display_name":"Centre d'Investigation Clinique - Innovation Technologique","ror":"https://ror.org/04fmayc82","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210150021"]},{"id":"https://openalex.org/I4210090627","display_name":"Lille\u2019s Cardiology Hospital","ror":"https://ror.org/000z46s85","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406","https://openalex.org/I4210090627"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvia Pelayo","raw_affiliation_strings":["CIC Lille - Centre d'Investigation Clinique - Innovation Technologique de Lille - CIC 1403 - CIC 9301 (CIC-IT Evalab -- H\u00f4pital Cardiologique - Boulevard du Professeur Jules Leclercq - 59037 Lille Cedex - France)"],"affiliations":[{"raw_affiliation_string":"CIC Lille - Centre d'Investigation Clinique - Innovation Technologique de Lille - CIC 1403 - CIC 9301 (CIC-IT Evalab -- H\u00f4pital Cardiologique - Boulevard du Professeur Jules Leclercq - 59037 Lille Cedex - France)","institution_ids":["https://openalex.org/I4210150021","https://openalex.org/I4210090627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017128217","display_name":"Andrea Pinna","orcid":"https://orcid.org/0000-0002-1787-7541"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andrea Pinna","raw_affiliation_strings":["SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)"],"affiliations":[{"raw_affiliation_string":"SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210091437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039181362","display_name":"Bastien Rance","orcid":"https://orcid.org/0000-0003-4417-1197"},"institutions":[],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bastien Rance","raw_affiliation_strings":["HeKA - Health data- and model- driven Knowledge Acquisition (France)"],"affiliations":[{"raw_affiliation_string":"HeKA - Health data- and model- driven Knowledge Acquisition (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069995691","display_name":"Lucia Sacchi","orcid":"https://orcid.org/0000-0002-1390-9825"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucia Sacchi","raw_affiliation_strings":["UNIPV - Universit\u00e0 degli Studi di Pavia = University of Pavia (Corso Strada Nuova, 65 - Pavie - Italy)"],"affiliations":[{"raw_affiliation_string":"UNIPV - Universit\u00e0 degli Studi di Pavia = University of Pavia (Corso Strada Nuova, 65 - Pavie - Italy)","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079647803","display_name":"Adrien Ugon","orcid":"https://orcid.org/0000-0001-8258-5759"},"institutions":[{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adrien Ugon","raw_affiliation_strings":["ESIEE Paris (2 boulevard Blaise Pascal\r\nCit\u00e9 Descartes\r\nBP 99\r\n93162 Noisy-le-Grand Cedex - France)","SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)"],"affiliations":[{"raw_affiliation_string":"ESIEE Paris (2 boulevard Blaise Pascal\r\nCit\u00e9 Descartes\r\nBP 99\r\n93162 Noisy-le-Grand Cedex - France)","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I4210154111"]},{"raw_affiliation_string":"SU - Sorbonne Universite\u0301 (21 rue de l\u2019\u00c9cole de m\u00e9decine - 75006 Paris - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210091437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084522362","display_name":"Arriel Benis","orcid":"https://orcid.org/0000-0002-9125-8300"},"institutions":[{"id":"https://openalex.org/I157943965","display_name":"Holon Institute of Technology","ror":"https://ror.org/02prqh017","country_code":"IL","type":"education","lineage":["https://openalex.org/I157943965"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Arriel Benis","raw_affiliation_strings":["HIT - Holon Institut of Technology (52 Golomb Street, POB 305 Holon 5810201 - Isra\u00ebl - Israel)"],"affiliations":[{"raw_affiliation_string":"HIT - Holon Institut of Technology (52 Golomb Street, POB 305 Holon 5810201 - Isra\u00ebl - Israel)","institution_ids":["https://openalex.org/I157943965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018464844","display_name":"Parisis Gallos","orcid":"https://orcid.org/0000-0002-8630-7200"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Parisis Gallos","raw_affiliation_strings":["University of Piraeus (80, M. Karaoli & A. Dimitriou St., 18534 Piraeus - Greece)"],"affiliations":[{"raw_affiliation_string":"University of Piraeus (80, M. Karaoli & A. Dimitriou St., 18534 Piraeus - Greece)","institution_ids":["https://openalex.org/I154757721"]}]}],"institution_assertions":[],"countries_distinct_count":6,"institutions_distinct_count":12,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.086,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.778261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence","score":0.393,"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/T12026","display_name":"Explainable Artificial Intelligence","score":0.393,"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/T11636","display_name":"Artificial Intelligence in Medicine","score":0.3672,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T13702","display_name":"Deep Learning Applications in Healthcare","score":0.3664,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/responsibility-in-ai","display_name":"Responsibility in AI","score":0.619641},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.6085938},{"id":"https://openalex.org/keywords/ethical-challenges","display_name":"Ethical Challenges","score":0.568326},{"id":"https://openalex.org/keywords/medical-concept-embedding","display_name":"Medical Concept Embedding","score":0.539417},{"id":"https://openalex.org/keywords/interpretable-models","display_name":"Interpretable Models","score":0.527778}],"concepts":[{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.6085938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45079497},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38362306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.06855494}],"mesh":[],"locations_count":3,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti294","pdf_url":null,"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},{"is_oa":true,"landing_page_url":"https://hal.science/hal-04003722","pdf_url":"https://hal.science/hal-04003722/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.science/hal-04003722/file/PROCEEDINGS%20MIE2022%20IOPRESS.pdf","pdf_url":"https://hal.science/hal-04003722/file/PROCEEDINGS%20MIE2022%20IOPRESS.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti294","pdf_url":null,"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},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2530322880","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2359140296","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2001405890","https://openalex.org/W1596801655"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4281483128","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2024-11-06T01:19:52.828806","created_date":"2022-05-26"}