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Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability.

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第一作者： Xiaoyang,Ruan

第一单位： McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA.;Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, NY, USA.

作者： Xiaoyang,Ruan ^[1] ; Sunyang,Fu ^[1] ; Heling,Jia ^[2] ; Kellie L,Mathis ^[3] ; Cornelius A,Thiels ^[3] ; Schaeferle M,Gavin ^[4] ; Patrick M,Wilson ^[4] ; Curtis B,Storlie ^[4] ; Hongfang,Liu ^[5]

作者单位： McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA.;Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, NY, USA. ^[1] Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, NY, USA. ^[2] Department of Surgery, Mayo Clinic, Rochester, NY, USA. ^[3] Department of Quantitative Health Sciences, Mayo Clinic, Rochester, NY, USA. ^[4] McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA. hongfang.liu@uth.tmc.edu.;Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, NY, USA. hongfang.liu@uth.tmc.edu. ^[5]

DOI 10.1038/s43856-025-01053-9

PMID 40760048

发布时间 2025-08-04

基金项目

RR230020/Cancer Prevention and Research Institute of Texas (Cancer Prevention Research Institute of Texas)

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Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability.

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Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability.

Communications medicine

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Communications medicine

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