About Me

I am a PhD student in Computer Science at Miami University (starting Fall 2026), previously completing my Master’s degree in Artificial Intelligence Technology at National Taipei University of Technology (NTUT), where I was a member of the Hyperspectral Imaging and Biomedical Research Lab under the supervision of Dr. Hsiao-Chi Li and Dr. Hsin-Han Chiang.

My master’s research focused on developing a prompt-guided segmentation framework for osteoporotic vertebral compression fractures (OVCFs) in spinal radiographs, achieving state-of-the-art performance even for challenging cases involving vertebroplasty implants.

Feel free to reach out if you are interested in collaborating or have any questions: winston98321@gmail.com

Recent Activities

[Oct 2025] Student 3MT Competition Finalist — APSIPA ASC 2025, Singapore [Photos & Video]

Research Interests

I am broadly interested in the intersection of deep learning and clinical applications, with a focus on:

• Medical Imaging: Segmentation, detection, and analysis of clinical images (X-ray, MRI)
• Trustworthy AI: Robustness, reliability, and interpretability of AI systems in high-stakes domains
• Foundation Models: Prompt-guided and generalizable models for biomedical applications
• Multimodal & Multitask Learning: Integrating multiple data modalities and tasks for richer understanding