Machine learning prediction of long-term postoperative pneumonia risk: a retrospective cohort study.
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| Title: | Machine learning prediction of long-term postoperative pneumonia risk: a retrospective cohort study. |
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| Authors: | Lin CA; Department of Anesthesiology, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi City, Taiwan., Sung KL; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei, Taiwan., Lee C; Clinical Data Center, Department of Medical Research, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi City, Taiwan., Sung SF; Division of Neurology, Department of Internal Medicine, Ditmanson Medical Foundation Chia-Yi Christian Hospital, 539 Zhongxiao Road, East District, Chiayi City, 60002, Taiwan. sfsung@cych.org.tw.; Executive MBA Program, College of Management, National Chiayi University, Chiayi City, Taiwan. sfsung@cych.org.tw. |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 May 30. Date of Electronic Publication: 2026 May 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 1472-6947 |
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| DOI: | 10.1186/s12911-026-03604-z |
