A Pretraining Approach for Small-sample Training Employing Radiographs (PASTER): a Multimodal Transformer Trained by Chest Radiography and Free-text Reports.

Yuan-Hao Chen

Kai-Chieh Chen Matthew Kuo Chun-Ho Lee Hao-Chun Liao Dung-Jang Tsai Shing-An Lin Chih-Wei Hsiang Cheng-Kuang Chang Kai-Hsiung Ko Yi-Chih Hsu Wei-Chou Chang Guo-Shu Huang Wen-Hui Fang Chin-Sheng Lin Shih-Hua Lin Yuan-Hao Chen Yi-Jen Hung Chien-Sung Tsai Chin Lin A Pretraining Approach for Small-sample Training Employing Radiographs (PASTER): a Multimodal Transformer Trained by Chest Radiography and Free-text Reports. 120 2025 December 49 J. Medical Syst. 1 https://doi.org/10.1007/s10916-025-02263-3 db/journals/jms/jms49.html#ChenKLLTLHCKHCHFLLCHTL25 streams/journals/jms

Ping-Hsuan Hsieh Chin Lin Chin-Sheng Lin Wei-Ting Liu Tsung-Kun Lin Dung-Jang Tsai Yi-Jen Hung Yuan-Hao Chen Chih-Yuan Lin Shih-Hua Lin Chien-Sung Tsai Economic analysis of an AI-enabled ECG alert system: impact on mortality outcomes from a pragmatic randomized trial. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-01735-7 db/journals/npjdm/npjdm8.html#HsiehLLLLTHCLLT25 streams/journals/npjdm

Yu-Che Tsai Kuan-Yu Chen 0006 Yuan-Chi Li Yuan-Hao Chen Ching-Yu Tsai Shou-De Lin Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement. 2025 September abs/2509.24291 CoRR https://doi.org/10.48550/arXiv.2509.24291 db/journals/corr/corr2509.html#abs-2509-24291 streams/journals/corr

Slo-Li Chu Kuniya Abe Hideo Yokota Dooseon Cho Yuan-Hao Chen Ming-Dar Tsai High Resolution U-Net for Quantitatively Analyzing Early Spatial Patterning of Human Induced Pluripotent Stem Cells on Micropatterns. 3713-3716 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630956 conf/embc/2021 db/conf/embc/embc2021.html#ChuAYCCT21

Yeong-Jia Roger Chu Ting-Han Wei Jin-Bo Huang Yuan-Hao Chen I-Chen Wu Sim-To-Real Transfer for Miniature Autonomous Car Racing. 2020 abs/2011.05617 CoRR https://arxiv.org/abs/2011.05617 db/journals/corr/corr2011.html#abs-2011-05617

Yeong-Jia Roger Chu Yuan-Hao Chen Chu-Hsuan Hsueh I-Chen Wu An Agent for EinStein Würfelt Nicht! Using N-Tuple Networks. 184-189 2017 TAAI https://doi.org/10.1109/TAAI.2017.32 https://doi.ieeecomputersociety.org/10.1109/TAAI.2017.32 conf/taai/2017 db/conf/taai/taai2017.html#ChuCHW17 Kuniya Abe Cheng-Kuang Chang Wei-Chou Chang Kai-Chieh Chen Kuan-Yu Chen 0006 Dooseon Cho Slo-Li Chu Yeong-Jia Roger Chu Wen-Hui Fang Chih-Wei Hsiang Ping-Hsuan Hsieh Yi-Chih Hsu Chu-Hsuan Hsueh Guo-Shu Huang Jin-Bo Huang Yi-Jen Hung Kai-Hsiung Ko Matthew Kuo Chun-Ho Lee Yuan-Chi Li Hao-Chun Liao Chih-Yuan Lin Chin Lin Chin-Sheng Lin Shih-Hua Lin Shing-An Lin Shou-De Lin Tsung-Kun Lin Wei-Ting Liu Chien-Sung Tsai Ching-Yu Tsai Dung-Jang Tsai Ming-Dar Tsai Yu-Che Tsai Ting-Han Wei I-Chen Wu Hideo Yokota