Private Data Preprocessing for Privacy-preserving Federated Learning. - Ruei-Hau Hsu; Ting-Yun Huang (ICKII, 2022)

Clinical narrative-aware deep neural network for emergency department critical outcome prediction. - Min-Chen Chen; Ting-Yun Huang; Tzu-Ying Chen; Panchanit Boonyarat; Yung-Chun Chang (J. Biomed. Informatics, 2023)

A pre-trained language model for emergency department intervention prediction using routine physiological data and clinical narratives. - Ting-Yun Huang; Chee-Fah Chong; Heng-Yu Lin; Tzu-Ying Chen; Yung-Chun Chang; Ming-Chin Lin (Int. J. Medical Informatics, 2024)

Using a clinical narrative-aware pre-trained language model for predicting emergency department patient disposition and unscheduled return visits. - Tzu-Ying Chen; Ting-Yun Huang; Yung-Chun Chang (J. Biomed. Informatics, 2024)

Enhancing the effectiveness of emergency department computed tomography scans using pre-trained language models. - Heng-Yu Lin; Yung-Chun Chang; Pei-Ying Yang; Ting-Yun Huang (Eng. Appl. Artif. Intell., 2025)