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Learning to predict in-hospital mortality risk in the intensive care unit with attention-based temporal convolution network.
Chen, Yu-Wen; Li, Yu-Jie; Deng, Peng; Yang, Zhi-Yong; Zhong, Kun-Hua; Zhang, Li-Ge; Chen, Yang; Zhi, Hong-Yu; Hu, Xiao-Yan; Gu, Jian-Teng; Ning, Jiao-Lin; Lu, Kai-Zhi; Zhang, Ju; Xia, Zheng-Yuan; Qin, Xiao-Lin; Yi, Bin.
Affiliation
  • Chen YW; Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, 610041, China.
  • Li YJ; Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, 400714, China.
  • Deng P; University of Chinese Academy of Sciences, Beijing, 100049, China.
  • Yang ZY; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Zhong KH; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Zhang LG; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Chen Y; Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, 610041, China.
  • Zhi HY; Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, 400714, China.
  • Hu XY; University of Chinese Academy of Sciences, Beijing, 100049, China.
  • Gu JT; Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, 610041, China.
  • Ning JL; University of Chinese Academy of Sciences, Beijing, 100049, China.
  • Lu KZ; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Zhang J; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Xia ZY; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Qin XL; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
  • Yi B; Department of Anaesthesiology, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing, 400038, China.
BMC Anesthesiol ; 22(1): 119, 2022 04 23.
Article in En | MEDLINE | ID: mdl-35461225
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Full text: 1 Database: MEDLINE Main subject: Artificial Intelligence / Intensive Care Units Type of study: Etiology_studies / Guideline / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: BMC Anesthesiol Year: 2022 Type: Article Affiliation country: China
Fulltext
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Full text: 1 Database: MEDLINE Main subject: Artificial Intelligence / Intensive Care Units Type of study: Etiology_studies / Guideline / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: BMC Anesthesiol Year: 2022 Type: Article Affiliation country: China