Tsai, Chien-Sung

Federated learning for predicting clinical outcomes in patients with COVID-19

Dayan, I., Roth, H. R., Zhong, A., Harouni, A., Gentili, A., Abidin, A. Z., Liu, A., Costa, A. B., Wood, B. J., Tsai, C.-S., et al. (2021) · Nature Medicine

Machine Learning in HealthcareCOVID-19 diagnosis using AI

Cited by 842

A Deep-Learning Algorithm (ECG12Net) for Detecting Hypokalemia and Hyperkalemia by Electrocardiography: Algorithm Development

Lin, C.-S., Lin, C., Fang, W.-H., Hsu, C.-J., Chen, S.-J., Huang, K.-H., Lin, W.-S., Tsai, C.-S., Kuo, C.-C., Chau, T., et al. (2020) · JMIR Medical Informatics

ECG Monitoring and AnalysisMachine Learning in Healthcare

Cited by 109

Artificial intelligence-assisted diagnosis and prognostication in low ejection fraction using electrocardiograms in inpatient department: a pragmatic randomized controlled trial

Tsai, D.-J., Lin, C., Liu, W.-T., Lee, C.-C., Chang, C.-H., Lin, W.-Y., Liu, Y.-L., Chang, D.-W., Hsieh, P.-H., Tsai, C.-S., et al. (2025) · BMC Medicine

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare and Education

Cited by 19

Opportunistic Screening for Asymptomatic Left Ventricular Dysfunction With the Use of Electrocardiographic Artificial Intelligence: A Cost-Effectiveness Approach

Liu, W.-T., Hsieh, P.-H., Lin, C.-S., Fang, W.-H., Wang, C.-H., Tsai, C.-S., Hung, Y.-J., Hsieh, C.-B., Lin, C., & Tsai, D.-J. (2024) · Canadian Journal of Cardiology

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare

Cited by 15

Economic analysis of an AI-enabled ECG alert system: impact on mortality outcomes from a pragmatic randomized trial

Hsieh, P.-H., Lin, C., Lin, C.-S., Liu, W.-T., Lin, T.-K., Tsai, D.-J., Hung, Y.-J., Chen, Y.-H., Lin, C.-Y., Lin, S.-H., et al. (2025) · npj Digital Medicine

Health Systems, Economic Evaluations, Quality of LifeECG Monitoring and Analysis

Cited by 11