About Me

I graduated from the School of Medicine at National Yang Ming Chiao Tung University in 2026. In 2023, I also completed a minor in Computer Science, with a focus on algorithms and artificial intelligence. My research interests lie at the intersection of medicine and machine learning, particularly in applying representation learning to multimodal clinical data to support diagnosis, predict personalised outcomes, and recommend appropriate treatments. I usually go by Jim.

News

  • Oct2026

    "Automated Smartphone-Based Measurement of MRD1, MRD2 and Levator Function for Ptosis Evaluation" was accepted at AAO 2026 (first author).

  • May2026

    "Leveraging a Retinal Foundation Model to Generate Humphrey Visual Fields from Color Fundus Images" was accepted at ARVO 2026 (first author).

  • May2025

    I was accepted as a Visiting Student Researcher at Stanford University, where I will be working with the Ophthalmology AI group.

Education

  1. National Yang Ming Chiao Tung University

    Doctor of Medicine

    Sep 2019 — Jun 2026

    • Minor in Computer Science
    • Physician Scientific Research Program

Experiences

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Research

  1. Collaborator

    Byers Eye Institute, Stanford University

    Dec, 2025 — Present

    • Principal Investigator: Prof. Sophia Y. Wang

  2. Visiting Student Researcher

    Byers Eye Institute, Stanford University

    Sep, 2025 — Dec, 2025

    • Principal Investigator: Prof. Sophia Y. Wang

  3. Research Assistant

    Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University

    Mar, 2023 — Present

    • Advisors: Prof. Ling Chen and Prof. Vincent Shin-Mu Tseng
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Clinical

  1. Bay Area Ophthalmology Course Trainee

    Stanford Byers Eye Institute

    Jun, 2026 — Jul, 2026

  2. Sub-internships

    Far Eastern Memorial Hospital

    Jan, 2026 — May, 2026

  3. Clerkship

    Taipei Veterans General Hospital

    Oct, 2024 — Sep, 2025

Awards and Scholarships

  1. Outstanding Internship Award

    National Yang Ming Chiao Tung University Hospital

    2026 Awarded for Outstanding Clinical Performance

  2. Excellent Physician Scientists Cultivation Program

    Yin Shu-Tien Foundation, Taipei Veterans General Hospital, and National Yang Ming Chiao Tung University

    2025 Funding for 3-month VSR Program and 2026 Funding for ARVO Poster

  3. Samuel Yin Engineering Medicine Scholarship

    School of Medicine, National Yang Ming Chiao Tung University

    2025 Funding for 3-month VSR Program

  4. Future Tech Award

    National Science and Technology Council

    2024 Award ratio:16%

    Artificial Intelligence-Based Screening for Blood Pressure Phenotypes of White-coat and Masked Hypertension in Outpatient Settings

  5. College Student Research Scholarship

    National Science and Technology Council

    2024 Acceptance ratio: 46%; Rank A

    Training Frozen Feature Pyramid DINOv2 for Eyelid Measurements with Infinite Encoding and Orthogonal Regularization

Papers

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