{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T08:31:45Z","timestamp":1778747505913,"version":"3.51.4"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685960","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T00:00:00Z","timestamp":1747267200000},"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":[[2025,5,15]]},"abstract":"<jats:p>Discussions about the benefits of admitting very old individuals to intensive care unit (ICU) remain challenging. We hypothesized that data-driven algorithms could leverage extensive real-life data to provide more accurate long-term predictions. Our objective was to evaluate the ability of machine learning (ML) algorithms to predict the one-year survival rate of very old patients prior to their admission to an ICU.<\/jats:p>","DOI":"10.3233\/shti250306","type":"book-chapter","created":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T08:53:16Z","timestamp":1747385596000},"source":"Crossref","is-referenced-by-count":1,"title":["Predicting 1-Year Survival Using Machine Learning in Very Old Patients Before ICU Admission"],"prefix":"10.3233","author":[{"given":"Arthur","family":"Kassa-Sombo","sequence":"first","affiliation":[{"name":"INSERM U1100, University of Tours, Tours, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lionel","family":"Tchatat Wangueu","sequence":"additional","affiliation":[{"name":"Intensive Care Unit, Tours University Hospital, University of Tours, Tours, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leslie","family":"Grammatico-Guillon","sequence":"additional","affiliation":[{"name":"Epidemiology Unit EpiDcliC, Department of Public Health, Tours University Hospital, University of Tours, Tours, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antoine","family":"Guillon","sequence":"additional","affiliation":[{"name":"INSERM U1100, University of Tours, Tours, France"},{"name":"Intensive Care Unit, Tours University Hospital, University of Tours, Tours, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Intelligent Health Systems \u2013 From Technology to Data and Knowledge"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI250306","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T08:53:17Z","timestamp":1747385597000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI250306"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,15]]},"ISBN":["9781643685960"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti250306","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,15]]}}}