Use of machine learning for risk stratification of chest pain patients in the emergency department.
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| Title: | Use of machine learning for risk stratification of chest pain patients in the emergency department. |
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| Authors: | Li Y; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Jiang S; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Dai S; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Jiang C; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Yang F; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Tu X; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Wu M; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China., Li C; Information Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, 430071, China. ZN001311@whu.edu.cn., Zhao Y; Emergency Center, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China. doctoryanzhao@whu.edu.cn.; Hubei Clinical Research Center of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China. doctoryanzhao@whu.edu.cn. |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Oct 24; Vol. 25 (1), pp. 393. Date of Electronic Publication: 2025 Oct 24. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1472-6947 |
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| DOI: | 10.1186/s12911-025-03226-x |
