Welcome!
I am a Visiting Research Student in the Department of Radiology at Harvard Medical School & Massachusetts General Hospital supervised by Prof. Jonghye Woo, and a second-year master’s student at the Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, co-supervised by Prof. Chung-Ping Chen and Prof. Wen-Shiang Chen.
My research interests include Medical AI, Computer Vision, Bioengineering, and Bioinformatics.
I also serve as a reviewer for 10 international journals (51 manuscripts in total) and 5 international conferences.
You can find my CV here: Jyun Ping Kao’s Curriculum Vitae. If you are interested in my work, please feel free to drop me an email (jjpkao@gmail.com).
🔥 News
- 2026.01: New Conference Paper Cross-Modal Fine-Tuning of 3D Convolutional Foundation Models for ADHD Classification with Low-Rank Adaptation Accepted by IEEE International Symposium on Biomedical Imaging (ISBI) 2026.
- 2025.11: New Journal Paper A Novel Deep Learning Based Automatic Ultrasonic Posterior Cruciate Ligament Clinical Assessment Tool Accepted by npj Artificial Intelligence.
- 2025.10: I received the Outstanding Paper Award from the Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University.
- 2025.07: New Conference Paper MULTI-IMAGE MUSCULOSKELETAL ULTRASOUND INTERPRETATION USING A LARGE LANGUAGE MODEL Accepted by Radiological Society of North America Annual Meeting (RSNA 2025).
- 2025.06: New Journal Paper LoRA-Enhanced RT-DETR: First Low-Rank Adaptation Based DETR for Real-Time Full Body Anatomical Structures Identification in Musculoskeletal Ultrasound Accepted by Computerized Medical Imaging and Graphics.
- 2025.05: New Short Communication paper Large Language Models in radiology: A technical and clinical perspective Accepted by European Journal of Radiology Artificial Intelligence.
📝 Publications
Jyun-Ping Kao, Jiajing Zhang, Wei-Ning Lee, Chung-Ping Chen, Lawrence Chun-Man Lau
Journal Paper
- npj Artificial Intelligence, 2026, doi: 10.1038/s44387-025-00058-y
Jyun-Ping Kao, Yu-Ching Chung, Hao-Yu Hung, Chung-Ping Chen, Wen-Shiang Chen
Journal Paper
- Computerized Medical Imaging and Graphics, 2025, doi: 102583.10.1016/j.compmedimag.2025.102583
Transformer Based Real Time Musculoskeletal Anatomical Structure Detection in Clinical Use
Jyun-Ping Kao, Hao-Yu Hung, Ping-Xuan Chen, Chung-Ping Chen, Wen-Shiang Chen
Conference Paper
- 2024 IEEE 24th International Conference on Bioinformatics and Bioengineering (BIBE), Kragujevac, Serbia, 2024, pp. 1-6, doi: 10.1109/BIBE63649.2024.10820491.
Real time musculoskeletal ultrasound image annotations
Hao-Yu Hung, Jyun-Ping Kao, Hsin-Yuan Chu, Chung-Ping Chen, Wen-Shiang Chen
Conference Paper
- Proc. SPIE 13487, Optics and Photonics International Congress 2024, doi: 10.1117/12.3052319
Hsin-Yuan Chu, Chueh-Hung Wu, Ping-Xuan Chen, Hao-Yu Hung, Jyun-Ping Kao, Chung-Ping Chen, Wen-Shiang Chen
Journal Paper
- Ultrasound in Medicine & Biology, vol. 50 (12), pp. 1868-1878, 2024, doi: 10.1016/j.ultrasmedbio.2024.08.012
Jyun-Ping Kao, Xin Lin, You-Yang Zhang, Connie Liu, Shih-Hsuan Chia
Conference Paper
- 2023 Optics & Photonics Taiwan International Conference (OPTIC)
Optical design and realization of nonlinear mesoscope
Jyun-Ping Kao, Chu-Qiao Yu, Wei-Zhong Lin, Bo-Hsien Pan, Je-Chi Jang, Tien-Ching Tsai, Shih-Hsuan Chia
Conference Paper
- 2022 Optics & Photonics Taiwan International Conference (OPTIC)
📖 Educations
- 2023.08 - Present, MS in Biomedical Electronics and Bioinformatics, National Taiwan University, Taiwan
- GPA: 4.3/4.3 (Program Ranked: 1/62)
- Awards: Outstanding Paper Award (Published in a JCR Top 15% journal)
- 2019.09 - 2023.08, BS in Electronics and Electrical Engineering (Double Major) & BS in Digital Healthcare (Double Major), National Yang Ming Chiao Tung University, Taiwan
- Awards : Phi Tau Phi Awards (Top 1 % student in the school)
🔬 Research Experience
Harvard Medical School and Massachusetts General Hospital(MGH) · Department of Radiology | Visiting Research Student
- Advised by Prof. Jonghye Woo
- July 2025 - Present
National Taiwan University Hospital (NTUH) · Department of Physical Medicine and Rehabilitation | Research Assistant
- Advised by Prof. Wen-Shiang Chen
- July 2023 - June 2025
The University of Hong Kong (HKU) · Department of Orthopaedics and Traumatology | Visiting Research Student
- Advised by Prof. LAU, Chun Man Lawrence
- June 2024 - Aug 2024
National Yang Ming Chiao Tung University (NYCU) · Institute of Biophotonics | Undergraduate Research Student
- Advised by Prof. Shih-Hsuan Chia
- July 2020 - July 2023
📄 Academic Service
Journal Reviewer (40 manuscripts in total): IEEE Journal of Biomedical and Health Informatics, Artificial Intelligence In Medicine, Computerized Medical Imaging and Graphics, International Journal of Medical Informatics, Biomedical Signal Processing and Control, Journal of Imaging Informatics in Medicine, Heliyon, APSIPA Transactions on Signal and Information Processing, Clinical Radiology.
Conference Reviewer: MIDL 2026, IEEE ISBI 2026, AMIA 2026, IEEE EMBC 2025, IEEE ICSPC 2025.
🎖 Honors and Awards
- 2025.10 Outstanding Paper Award
- 2025.05 2025 Intel Artificial Intelligence Innovation Application Competition - Semi-Finalist
- 2023.06 The Phi Tau Phi Scholastic Honor Society of the Republic of China Honorary Membership (Top 1% in the school during undergraduate)
- 2023.06 2023 Synopsys ARC AIoT Design Contest Award – Finalist
- 2023.02 Undergraduate Research Fellowship
- 2023.01 2022 Intel DevCup x OpenVINO Toolkit Award – Finalist
- 2022.01 2021 Intel DevCup x OpenVINO Toolkit Award – Second Place
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