{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T20:38:40Z","timestamp":1770755920545,"version":"3.50.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685335","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T00:00:00Z","timestamp":1724284800000},"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":[[2024,8,22]]},"abstract":"<jats:p>Patient perception involves a patient\u2019s thoughts and beliefs regarding their health status. It is also associated with medical compliance and outcomes. However, discrepancies often arise between patient perception and physicians\u2019 documentation within the medical records, resulting in misunderstanding and suboptimal doctor-patient communication. In this study, we assessed the efficacy of generative artificial intelligence (AI) in comparing the content of patient perception as recorded in patient questionnaires and physicians\u2019 records of the Department of Breast Surgery. We evaluated the precision and recall of the generative AI by comparison with human-created ground truth. Our results demonstrated the high performance of the generative AI in comprehending and contrasting symptoms and the entire content recorded differently by patients and physicians, with F1 scores ranging from 0.77 to 0.97. These results highlight the potential contribution of a generative AI to deeper mutual comprehension in healthcare scenarios.<\/jats:p>","DOI":"10.3233\/shti240503","type":"book-chapter","created":{"date-parts":[[2024,8,23]],"date-time":"2024-08-23T09:36:17Z","timestamp":1724405777000},"source":"Crossref","is-referenced-by-count":1,"title":["Comparing Patient Perception and Physician\u2019s Records: Generative AI Performance Evaluation"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-6081-7614","authenticated-orcid":false,"given":"Nattawipa","family":"Thawinwisan","sequence":"first","affiliation":[{"name":"Graduate School of Medicine, Kyoto University, Kyoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0515-5226","authenticated-orcid":false,"given":"Chang","family":"Liu","sequence":"additional","affiliation":[{"name":"Kyoto University Hospital, Kyoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1674-6363","authenticated-orcid":false,"given":"Kazumasa","family":"Kishimoto","sequence":"additional","affiliation":[{"name":"Kyoto University Hospital, Kyoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2014-7195","authenticated-orcid":false,"given":"Goshiro","family":"Yamamoto","sequence":"additional","affiliation":[{"name":"Kyoto University Hospital, Kyoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9486-9505","authenticated-orcid":false,"given":"Yukiko","family":"Mori","sequence":"additional","affiliation":[{"name":"Kyoto University Hospital, Kyoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1472-7203","authenticated-orcid":false,"given":"Tomohiro","family":"Kuroda","sequence":"additional","affiliation":[{"name":"Kyoto University Hospital, Kyoto, Japan"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Digital Health and Informatics Innovations for Sustainable Health Care Systems"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI240503","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,23]],"date-time":"2024-08-23T09:36:18Z","timestamp":1724405778000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240503"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,22]]},"ISBN":["9781643685335"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti240503","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8,22]]}}}