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Improved patient mortality predictions in emergency departments with deep learning data-synthesis and ensemble models.
Son, Byounghoon; Myung, Jinwoo; Shin, Younghwan; Kim, Sangdo; Kim, Sung Hyun; Chung, Jong-Moon; Noh, Jiyoung; Cho, Junho; Chung, Hyun Soo.
Afiliação
  • Son B; School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
  • Myung J; Department of Emergency Medicine, College of Medicine, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
  • Shin Y; School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
  • Kim S; School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
  • Kim SH; School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
  • Chung JM; School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea. jmc@yonsei.ac.kr.
  • Noh J; Department of Emergency Medicine, College of Medicine, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea. jmc@yonsei.ac.kr.
  • Cho J; Center for Disaster Relief Training and Research, Yonsei University Severance Hospital, Seoul, 03722, South Korea.
  • Chung HS; Department of Emergency Medicine, College of Medicine, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
Sci Rep ; 13(1): 15031, 2023 09 12.
Article em En | MEDLINE | ID: mdl-37699933
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Cubomedusas / Aprendizado Profundo Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Cubomedusas / Aprendizado Profundo Idioma: En Ano de publicação: 2023 Tipo de documento: Article