Welcome!
I am a Visiting Research Student in the Department of Radiology at Harvard Medical School & Massachusetts General Hospital, 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 interest includes Medical AI, Computer Vision, Bioengineering, and Bioinformatics.
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
- 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.
- 2024.10: New Conference Paper Transformer Based Real Time Muscleskeletal Anatomical Structure Detection in Clinical Use Accepted by IEEE BIBE 2024 for oral presentation.
- 2024.09: New Journal Paper Enhancing Multi-Object Detection in Ultrasound Images Through Semi-Supervised Learning, Focal Loss and Relation of Frame Accepted by Ultrasound in Medicine & Biology.
- 2024.02: New Conference Paper Real time musculoskeletal ultrasound image annotations Accepted by SPIE BISC 2024 for poster presentation.
- 2023.10: New Conference Paper Deep-Learning-Enabled Third-Harmonic-Generation Imaging for Skin Virtual Biopsy from Reflectance Scanning Microscope Accepted by OPTIC 2023 for oral presentation.
- 2022.10: New Conference Paper Optical design and realization of nonlinear mesoscope Accepted by OPTIC 2022 for poster presentation.
📝 Publications
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 (Rank 1st in the department
- 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
National Taiwan University Hospital (NTUH) · Department of Physical Medicine and Rehabilitation | Research Assistant
- Advised by Prof. Wen-Shiang Chen
- July 2023 - Present
The University of Hong Kong (HKU) · Department of Orthopaedics and Traumatology | Visiting Research Student
- Advised by Prof. LAU, Chun Man Lawrence
- June 2024 - Present
National Yang Ming Chiao Tung University (NYCU) · Institute of Biophotonics | Undergraduate Research Student
- Advised by Prof. Shih-Hsuan Chia
- July 2020 - Present
🎖 Honors and Awards
- 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
💡Extracurricular Experience
The grass withers and the flower fades, But the word of our God will stand forever. Isaiah40:8