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- 2026
[j7]Mei-Hui Lee, Yin-Tai Tsai, Ting-Yun Huang, Di-Jie Liew
, Isaias Candia, Yung-Chun Chang:
Alignment-free bacterial pathogen identification using vision transformer and image augmentation techniques in high-resolution microscopy. Biomed. Signal Process. Control. 112: 108401 (2026)- [j6]Mei-Hui Lee, Ting-Yun Huang, Pei-Ying Yang, Yung-Chun Chang, Min-Huei Hsu:
Optimizing ED patient disposition predictions through clinical narratives with advanced pre-trained language models. Health Inf. Sci. Syst. 14(1): 34 (2026) - [j5]Shih-Yu Ko, Ting-Yun Huang, Ming-Siang Huang, Yi-Hsuan Lin, Yung-Cheng Su, Yung-Chun Chang:
Comparative Analysis of Large Language Models and Machine Learning for ASA Classification Using Structured Electronic Health Record Data. J. Medical Syst. 50(1): 66 (2026) - 2025
- [j4]Heng-Yu Lin, Yung-Chun Chang, Pei-Ying Yang, Ting-Yun Huang:
Enhancing the effectiveness of emergency department computed tomography scans using pre-trained language models. Eng. Appl. Artif. Intell. 156: 111094 (2025) - 2024
- [j3]Ting-Yun Huang, Chee-Fah Chong, Heng-Yu Lin, Tzu-Ying Chen, Yung-Chun Chang, Ming-Chin Lin:
A pre-trained language model for emergency department intervention prediction using routine physiological data and clinical narratives. Int. J. Medical Informatics 191: 105564 (2024) - [j2]Tzu-Ying Chen, Ting-Yun Huang, Yung-Chun Chang:
Using a clinical narrative-aware pre-trained language model for predicting emergency department patient disposition and unscheduled return visits. J. Biomed. Informatics 155: 104657 (2024) - 2023
- [j1]Min-Chen Chen, Ting-Yun Huang, Tzu-Ying Chen, Panchanit Boonyarat, Yung-Chun Chang:
Clinical narrative-aware deep neural network for emergency department critical outcome prediction. J. Biomed. Informatics 138: 104284 (2023) - 2022
- [c1]Ruei-Hau Hsu, Ting-Yun Huang:
Private Data Preprocessing for Privacy-preserving Federated Learning. ICKII 2022: 173-178
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