{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T03:56:39Z","timestamp":1648785399502},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T00:00:00Z","timestamp":1622073600000},"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":[[2021,5,27]]},"abstract":"<jats:p>In the context of the IA.TROMED project we intend to develop and evaluate original algorithmic methods that will rely on semantic enrichment of embeddings by combining new deep learning algorithms, such as models founded on transformers, and symbolic artificial intelligence. The documents\u2019 embeddings, the graphs\u2019 embeddings of biomedical concepts, and patients\u2019 embeddings, all of them semantically enriched with aligned formal ontologies and semantic networks, will constitute a layer that will play the role of a queryable and searchable knowledge base that will supply the IA.TROMED\u2019s clinical, predictive, and iatrogenic diagnosis support module.<\/jats:p>","DOI":"10.3233\/shti210205","type":"book-chapter","created":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T13:13:56Z","timestamp":1622121236000},"source":"Crossref","is-referenced-by-count":0,"title":["Patient and Graph Embeddings for Predictive Diagnosis of Drug Iatrogenesis"],"prefix":"10.3233","author":[{"given":"Lina F.","family":"Soualmia","sequence":"first","affiliation":[{"name":"Normandie Univ, UNIROUEN, LITIS EA 4108, F-76000 Rouen, France"},{"name":"LIMICS U1142, Sorbonne Universit\u00e9, F-75015, Paris, France"}]},{"given":"Vincent","family":"Lafon","sequence":"additional","affiliation":[{"name":"INSILIANCE, F-75014, Paris, France"}]},{"given":"St\u00e9fan J.","family":"Darmoni","sequence":"additional","affiliation":[{"name":"LIMICS U1142, Sorbonne Universit\u00e9, F-75015, Paris, France"},{"name":"CHU Rouen, Department of Biomedical Informatics, F-76100 Rouen, France"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Public Health and Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI210205","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:12:52Z","timestamp":1635167572000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI210205"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,27]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti210205","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5,27]]}}}