This paper is in the following e-collection/theme issue:

Clinical Information and Decision Making (1665) Machine Learning (1748) Electronic Health Records (1188) Decision Support for Health Professionals (1347)

Published on in Vol 23, No 2 (2021): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18372, first published .
Predictive Analytics for Care and Management of Patients With Acute Diseases: Deep Learning–Based Method to Predict Crucial Complication Phenotypes

Predictive Analytics for Care and Management of Patients With Acute Diseases: Deep Learning–Based Method to Predict Crucial Complication Phenotypes

Predictive Analytics for Care and Management of Patients With Acute Diseases: Deep Learning–Based Method to Predict Crucial Complication Phenotypes

Authors of this article:

Jessica Qiuhua Sheng1 Author Orcid Image ;   Paul Jen-Hwa Hu1 Author Orcid Image ;   Xiao Liu2 Author Orcid Image ;   Ting-Shuo Huang3 Author Orcid Image ;   Yu Hsien Chen4 Author Orcid Image
Article Authors Cited by (16) Tweetations (3) Metrics

Journals

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  6. Sheng J, Xu D, Hu P, Li L, Huang T. Mining Multimorbidity Trajectories and Co-Medication Effects from Patient Data to Predict Post–Hip Fracture Outcomes. ACM Transactions on Management Information Systems 2024;15(2):1 View
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  11. Kumar R, Singh A, Kassar A, Humaida M, Joshi S, Sharma M. Leveraging Artificial Intelligence to Achieve Sustainable Public Healthcare Services in Saudi Arabia: A Systematic Literature Review of Critical Success Factors. Computer Modeling in Engineering & Sciences 2025;142(2):1289 View
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  13. Oei C, Ng E, Ng M, Chan Y, Subbhuraam V, Chan L, Acharya U. Automated Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Deep Learning Methods and Sequential Data. Bioengineering 2025;12(5):517 View

Books/Policy Documents

  1. Pandey A, Joseph J. Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare. View

Conference Proceedings

  1. Singh S, Mohd N, Shukla T, Sharma J, Chopra A. 2023 3rd International Conference on Pervasive Computing and Social Networking (ICPCSN). Disease Prediction Using Random Forest Classifier by Machine Learning Application View
  2. Sharma N, Patel I, Singh N, Mishra B. 2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Application (ICAIQSA). Predictive Modelling of Mental Health Disorders Using Machine Learning Classifiers View