The problem
Tracing a thin anatomical structure in a 3D scan requires attention to continuity as well as local appearance.
My contribution
- Led the project requirements and choices, with AI-assisted implementation and review.
Working approach: product-led, AI-assisted implementation, followed by review and iteration.
Decisions & tradeoffs
01
Keep the public scope narrow
- The choice
- Describe only the concept already published on the portfolio.
- The tradeoff
- The implementation cannot be assessed from this page alone.
- How it is checked
- The linked earlier portfolio snapshot records the public description.
What the work shows
The public overview names SwinUNETR and topology-aware post-processing as the project direction; model results are not published here.
Follow the evidence
What this does not establish
- Source code is not public. Only the existing public description is used.
- No private data, unpublished results, or independently verified deployment claim is included.