Zhicheng He

Zhicheng He

he/him

First-year graduate student in Biomedical Engineering at the National University of Singapore (NUS). Research interests: medical image analysis and multi-modal large language models.

Week 01 — Research Progress

Published:

Goals

  • Define Q1 research focus in medical image analysis.
  • Survey recent multi-modal LLM papers relevant to clinical imaging.

Progress

  • Set up project repos and dataset access checklist.
  • Skimmed 6 recent papers; shortlisted 2 for deeper reading.

Roadblocks

  • Pending dataset usage approvals; expect clearance next week.

Next

  • Implement baseline preprocessing pipeline and evaluation harness.
  • Write a short note summarizing gaps in current methods.