Development of a Machine Learning-Based Prediction Model to Differentiate Infectious and Non-Infectious Diseases in Patients with Undiagnosed Fever: A Single Hospital-Based Retrospective Study.
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| Title: | Development of a Machine Learning-Based Prediction Model to Differentiate Infectious and Non-Infectious Diseases in Patients with Undiagnosed Fever: A Single Hospital-Based Retrospective Study. |
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| Authors: | Nakamura M; Department of General Medicine, Saga University Hospital, Saga 849-8501, Japan.; Department of Emergency and Critical Care Medicine, University of Miyazaki Hospital, Miyazaki 889-1692, Japan., Yamashita S; Department of General Medicine, Saga University Hospital, Saga 849-8501, Japan.; Education and Research Center for Community Medicine, Faculty of Medicine, Saga University, Saga 849-8501, Japan., Osako R; Department of Cardiovascular Medicine, Saga University, Saga 849-8501, Japan., Motomura S; Department of General Medicine, Saga University Hospital, Saga 849-8501, Japan., Katsuki NE; Department of General Medicine, Saga University Hospital, Saga 849-8501, Japan., Yamashita SI; Department of Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan., Tago M; Department of General Medicine, Saga University Hospital, Saga 849-8501, Japan. |
| Source: | Journal of clinical medicine [J Clin Med] 2026 Mar 02; Vol. 15 (5). Date of Electronic Publication: 2026 Mar 02. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101606588 Publication Model: Electronic Cited Medium: Print ISSN: 2077-0383 (Print) Linking ISSN: 20770383 NLM ISO Abbreviation: J Clin Med Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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