{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:04:32Z","timestamp":1755219872061,"version":"3.43.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686080","type":"electronic"}],"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>We developed an integrative framework to connect medical AI with Clinical Decision Support Systems (CDSS) and Data Warehouse (DWH), aiming to enhance reproducibility, scalability, and sustainability of AI implementations in clinical practice. Operational testing at Yamaguchi University Hospital began in August 2022, using an AI system that predict culprit drugs for adverse effects. The framework addressed system challenges and was optimized for efficiency, with future efforts focused on integrating additional medical AIs for broader applications.<\/jats:p>","DOI":"10.3233\/shti251152","type":"book-chapter","created":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:42:44Z","timestamp":1754566964000},"source":"Crossref","is-referenced-by-count":0,"title":["Development and Update of CDSS-AI Integration Framework for Introducing Medical AI into Clinical Practice"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6531-5220","authenticated-orcid":false,"given":"Masahiko","family":"Nakatsui","sequence":"first","affiliation":[{"name":"Graduate School of Medicine, Yamaguchi University"},{"name":"Yamaguchi University Hospital"}]},{"given":"Yasushi","family":"Hirano","sequence":"additional","affiliation":[{"name":"Graduate School of Medicine, Yamaguchi University"},{"name":"Yamaguchi University Hospital"}]},{"given":"Koichi","family":"Kashibe","sequence":"additional","affiliation":[{"name":"Yamaguchi University Hospital"}]},{"given":"Chino","family":"Kawamura","sequence":"additional","affiliation":[{"name":"Yamaguchi University Hospital"}]},{"given":"Takeshi","family":"Abe","sequence":"additional","affiliation":[{"name":"Graduate School of Medicine, Yamaguchi University"},{"name":"Yamaguchi University Hospital"}]},{"given":"Kazuki","family":"Hamada","sequence":"additional","affiliation":[{"name":"Yamaguchi University Hospital"}]},{"given":"Hideki","family":"Arima","sequence":"additional","affiliation":[{"name":"Yamaguchi University Hospital"}]},{"given":"Kimiko","family":"Toyota","sequence":"additional","affiliation":[{"name":"Yamaguchi University Hospital"}]},{"given":"Hajime","family":"Harada","sequence":"additional","affiliation":[{"name":"Yamaguchi University Hospital"}]},{"given":"Kyoji","family":"Kouda","sequence":"additional","affiliation":[{"name":"Hofu Institute of Gastroenterology"}]},{"given":"Yoshiyuki","family":"Nishinaka","sequence":"additional","affiliation":[{"name":"Intasect Communications, Inc."}]},{"given":"Haku","family":"Ishida","sequence":"additional","affiliation":[{"name":"Junpukai Foundation"}]},{"given":"Yoshiyuki","family":"Asai","sequence":"additional","affiliation":[{"name":"Graduate School of Medicine, Yamaguchi University"},{"name":"Yamaguchi University Hospital"}]}],"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\/SHTI251152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:42:44Z","timestamp":1754566964000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI251152"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,7]]},"ISBN":["9781643686080"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti251152","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,7]]}}}