Published on in Vol 10, No 5 (2022): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38241, first published .
Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation

Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation

Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation

Pei-Fu Chen 1, 2*, MD;  Lichin Chen 3*, PhD;  Yow-Kuan Lin 1, 4, BSc;  Guo-Hung Li 1, MSc;  Feipei Lai 1, 5, 6, PhD;  Cheng-Wei Lu 2, 7, MD, PhD;  Chi-Yu Yang 8, 9, MD;  Kuan-Chih Chen 1, 10, MD, MSc;  Tzu-Yu Lin 2, 7, MD, PhD

1 Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University , Taipei , TW

2 Department of Anesthesiology, Far Eastern Memorial Hospital , New Taipei City , TW

3 Research Center for Information Technology Innovation, Academia Sinica , Taipei , TW

4 Department of Computer Science, Columbia University , New York, NY, US

5 Department of Computer Science and Information Engineering, National Taiwan University , Taipei , TW

6 Department of Electrical Engineering, National Taiwan University , Taipei , TW

7 Department of Mechanical Engineering, Yuan Ze University , Taoyuan , TW

8 Department of Information Technology, Far Eastern Memorial Hospital , New Taipei City , TW

9 Section of Cardiovascular Medicine, Cardiovascular Center, Far Eastern Memorial Hospital, New Taipei City , TW

10 Department of Internal Medicine, Far Eastern Memorial Hospital , New Taipei City , TW

*these authors contributed equally

Corresponding Author:

  • Tzu-Yu Lin, MD, PhD
  • Department of Anesthesiology
  • Far Eastern Memorial Hospital
  • No 21, Sec 2, Nanya S Rd
  • Banciao Dist
  • New Taipei City
  • TW
  • Phone: 886 2-89667000
  • Email: drlin1971@gmail.com