{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T09:10:02Z","timestamp":1756804202951,"version":"3.44.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"electronic","value":"9781643686080"}],"license":[{"start":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T00:00:00Z","timestamp":1754524800000},"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":[[2025,8,7]]},"abstract":"<jats:p>The CancerCare Navigator leverages Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to provide personalized, evidence-based recommendations for breast, lung, and prostate cancers. This paper highlights ongoing research to enhance retrieval precision and improve contextual understanding to refine its application in oncology care.<\/jats:p>","DOI":"10.3233\/shti251284","type":"book-chapter","created":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:47:11Z","timestamp":1754567231000},"source":"Crossref","is-referenced-by-count":0,"title":["CancerCare Navigator: Optimizing Oncology Care with RAG"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-0005-2978","authenticated-orcid":false,"given":"Vanessa","family":"Miranda","sequence":"first","affiliation":[{"name":"National University of Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1811-5087","authenticated-orcid":false,"given":"Lucas","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Pontifical Catholic University of Paran\u00e1, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-4637-0301","authenticated-orcid":false,"given":"Anderson","family":"Carlos","sequence":"additional","affiliation":[{"name":"Federal Institute of Goi\u00e1s, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2805-7394","authenticated-orcid":false,"given":"Al\u00e9xia","family":"Mendes","sequence":"additional","affiliation":[{"name":"Pontifical Catholic University of Paran\u00e1, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-8732-5874","authenticated-orcid":false,"given":"Christiano","family":"Machado Filho","sequence":"additional","affiliation":[{"name":"Pontifical Catholic University of Paran\u00e1, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-7726-4518","authenticated-orcid":false,"given":"Ana","family":"Dziedicz da Silva","sequence":"additional","affiliation":[{"name":"Pontifical Catholic University of Paran\u00e1, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1492-6225","authenticated-orcid":false,"given":"Enzo","family":"Pinto","sequence":"additional","affiliation":[{"name":"Pontifical Catholic University of Paran\u00e1, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-6357-6465","authenticated-orcid":false,"given":"Beatriz","family":"Branco","sequence":"additional","affiliation":[{"name":"Pontifical Catholic University of Paran\u00e1, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2025 \u2014 Healthcare Smart \u00d7 Medicine Deep"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI251284","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T08:31:50Z","timestamp":1756801910000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI251284"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,7]]},"ISBN":["9781643686080"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti251284","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"type":"print","value":"0926-9630"},{"type":"electronic","value":"1879-8365"}],"subject":[],"published":{"date-parts":[[2025,8,7]]}}}