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Machine learning model to predict mortality in patients with skin and soft tissue infection in emergency department.

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Title: Machine learning model to predict mortality in patients with skin and soft tissue infection in emergency department.
Authors: Chen YW; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan., Wu KH; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.; Department of Nursing, Chang Gung University of Science and Technology, Chiayi Campus, No.2, Sec. W., Jiapu Rd., Chiayi County, Puzi City, 613, Taiwan.; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, 333, Taiwan., Wu PH; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan., Hsiao CT; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan., Hsieh CH; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan., Fann WC; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan., Lin LC; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.; Shu-Zen Junior College of Medicine and Management, No. 452, Huanqiu Rd., Luzhu, Kaohsiung, 821, Taiwan., Chang CP; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan. giovanni850730@gmail.com.; Department of Nursing, Chang Gung University of Science and Technology, Chiayi Campus, No.2, Sec. W., Jiapu Rd., Chiayi County, Puzi City, 613, Taiwan. giovanni850730@gmail.com.
Source: Scandinavian journal of trauma, resuscitation and emergency medicine [Scand J Trauma Resusc Emerg Med] 2025 Sep 24; Vol. 33 (1), pp. 148. Date of Electronic Publication: 2025 Sep 24.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101477511 Publication Model: Electronic Cited Medium: Internet ISSN: 1757-7241 (Electronic) Linking ISSN: 17577241 NLM ISO Abbreviation: Scand J Trauma Resusc Emerg Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning model to predict mortality in patients with skin and soft tissue infection in emergency department.
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  Data: <searchLink fieldCode="AU" term="%22Chen+YW%22">Chen YW</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+KH%22">Wu KH</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.; Department of Nursing, Chang Gung University of Science and Technology, Chiayi Campus, No.2, Sec. W., Jiapu Rd., Chiayi County, Puzi City, 613, Taiwan.; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, 333, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+PH%22">Wu PH</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsiao+CT%22">Hsiao CT</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsieh+CH%22">Hsieh CH</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fann+WC%22">Fann WC</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+LC%22">Lin LC</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan.; Shu-Zen Junior College of Medicine and Management, No. 452, Huanqiu Rd., Luzhu, Kaohsiung, 821, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+CP%22">Chang CP</searchLink>; Department of Emergency Medicine, Chiayi Chang Gung Memorial Hospital, No. 6, W. Sec., Jiapu Rd. Chiayi County, Puzih City, 613, Taiwan. giovanni850730@gmail.com.; Department of Nursing, Chang Gung University of Science and Technology, Chiayi Campus, No.2, Sec. W., Jiapu Rd., Chiayi County, Puzi City, 613, Taiwan. giovanni850730@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%22101477511%22">Scandinavian journal of trauma, resuscitation and emergency medicine</searchLink> [Scand J Trauma Resusc Emerg Med] 2025 Sep 24; Vol. 33 (1), pp. 148. <i>Date of Electronic Publication: </i>2025 Sep 24.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101477511 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1757-7241 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217577241%22">17577241 </searchLink><i>NLM ISO Abbreviation: </i>Scand J Trauma Resusc Emerg Med <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s13049-025-01463-7
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              M: 09
              Text: 2025 Sep 24
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