{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,18]],"date-time":"2024-10-18T04:28:42Z","timestamp":1729225722819,"version":"3.27.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685489","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T00:00:00Z","timestamp":1729036800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,10,16]]},"abstract":"<jats:p>The need for transparent AI systems in sensitive domains like medicine has become key. In this paper we present ANTIDOTE, a software suite proposing different tools for argumentation-driven explainable Artificial Intelligence for digital medicine. Our system offers the following functionalities: multilingual argumentative analysis for the medical domain, explanation extraction and generation of clinical diagnoses, multilingual large language models for the medical domain, and the first multilingual benchmark for medical question-answering. Experimental results demonstrate the efficacy of ANTIDOTE across different tasks, highlighting its potential as an asset in medical research and practice and fostering transparency, which is crucial for informed decision-making in healthcare.<\/jats:p>","DOI":"10.3233\/faia241028","type":"book-chapter","created":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T13:57:17Z","timestamp":1729173437000},"source":"Crossref","is-referenced-by-count":0,"title":["ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine"],"prefix":"10.3233","author":[{"given":"Cristian","family":"Cardellino","sequence":"first","affiliation":[{"name":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Theo","family":"Collias","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benjamin","family":"Molinet","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erwan","family":"Hain","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Sun","sequence":"additional","affiliation":[{"name":"Department of Computer Science, KU Leuven"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rodrigo","family":"Agerri","sequence":"additional","affiliation":[{"name":"HiTZ Center - Ixa, University of the Basque Country UPV\/EHU"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Serena","family":"Villata","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elena","family":"Cabrio","sequence":"additional","affiliation":[{"name":"Universit\u00e9 C\u00f4te d\u2019Azur, I3S, CNRS, Inria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","ECAI 2024"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA241028","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T13:57:18Z","timestamp":1729173438000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA241028"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,16]]},"ISBN":["9781643685489"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia241028","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10,16]]}}}