{"id":"https://openalex.org/W4402384812","doi":"https://doi.org/10.3233/faia241028","title":"ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine","display_name":"ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4402384812","doi":"https://doi.org/10.3233/faia241028"},"language":"en","primary_location":{"id":"doi:10.3233/faia241028","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241028","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241028","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241028","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072751219","display_name":"Cristian Cardellino","orcid":"https://orcid.org/0009-0000-1129-8330"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cristian Cardellino","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099422451","display_name":"Theo Alkibiades Collias","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Theo Collias","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056369590","display_name":"Benjamin Molinet","orcid":"https://orcid.org/0000-0002-8208-2139"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benjamin Molinet","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107099115","display_name":"Erwan Hain","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Erwan Hain","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101708467","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0001-6724-0584"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wei Sun","raw_affiliation_strings":["Department of Computer Science, KU Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087067510","display_name":"Rodrigo Agerri","orcid":"https://orcid.org/0000-0002-7303-7598"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rodrigo Agerri","raw_affiliation_strings":["HiTZ Center - Ixa, University of the Basque Country UPV/EHU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HiTZ Center - Ixa, University of the Basque Country UPV/EHU","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016281730","display_name":"Serena Villata","orcid":"https://orcid.org/0000-0003-3495-493X"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Serena Villata","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049137879","display_name":"Elena Cabrio","orcid":"https://orcid.org/0000-0001-9374-7872"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elena Cabrio","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30423301,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8382999897003174,"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 (XAI)","score":0.8382999897003174,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.7983999848365784,"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/argumentation-theory","display_name":"Argumentation theory","score":0.6676400899887085},{"id":"https://openalex.org/keywords/antidote","display_name":"Antidote","score":0.6339119076728821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5122010111808777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40516072511672974},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3489581346511841},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19913196563720703},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1967039704322815},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.1631268560886383},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0711449384689331}],"concepts":[{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.6676400899887085},{"id":"https://openalex.org/C2779365888","wikidata":"https://www.wikidata.org/wiki/Q194168","display_name":"Antidote","level":3,"score":0.6339119076728821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5122010111808777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40516072511672974},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3489581346511841},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19913196563720703},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1967039704322815},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1631268560886383},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0711449384689331},{"id":"https://openalex.org/C29730261","wikidata":"https://www.wikidata.org/wiki/Q274160","display_name":"Toxicity","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia241028","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241028","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241028","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04673974v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04673974","pdf_url":"https://hal.science/hal-04673974/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":"ECAI 2024 Demos Proceedings - 27th European Conference on Artificial Intelligence, Oct 2024, Santiago de Compostela, Spain","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.3233/faia241028","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241028","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241028","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2113015678","display_name":"3IA C\u00f4te d'Azur","funder_award_id":"ANR-19-P3IA-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G882779131","display_name":"ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine","funder_award_id":"ANR-21-CHR4-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402384812.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2350692079","https://openalex.org/W3160708701","https://openalex.org/W2568088706","https://openalex.org/W1975506238","https://openalex.org/W2529508190","https://openalex.org/W2409552309","https://openalex.org/W1970537717"],"abstract_inverted_index":{"The":[0],"need":[1],"for":[2,26,31,43,58,67,97],"transparent":[3],"AI":[4],"systems":[5],"in":[6,86,100],"sensitive":[7],"domains":[8],"like":[9],"medicine":[10],"has":[11],"become":[12],"key.":[13],"In":[14],"this":[15],"paper":[16],"we":[17],"present":[18],"ANTIDOTE,":[19],"a":[20],"software":[21],"suite":[22],"proposing":[23],"different":[24,78],"tools":[25],"argumentation-driven":[27],"explainable":[28],"Artificial":[29],"Intelligence":[30],"digital":[32],"medicine.":[33],"Our":[34],"system":[35],"offers":[36],"the":[37,44,59,63,73],"following":[38],"functionalities:":[39],"multilingual":[40,54,65],"argumentative":[41],"analysis":[42],"medical":[45,60,68,87],"domain,":[46,61],"explanation":[47],"extraction":[48],"and":[49,62,89,91],"generation":[50],"of":[51,75],"clinical":[52],"diagnoses,":[53],"large":[55],"language":[56],"models":[57],"first":[64],"benchmark":[66],"question-answering.":[69],"Experimental":[70],"results":[71],"demonstrate":[72],"efficacy":[74],"ANTIDOTE":[76],"across":[77],"tasks,":[79],"highlighting":[80],"its":[81],"potential":[82],"as":[83],"an":[84],"asset":[85],"research":[88],"practice":[90],"fostering":[92],"transparency,":[93],"which":[94],"is":[95],"crucial":[96],"informed":[98],"decision-making":[99],"healthcare.":[101]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}