Coming Soon
Why Mesh Smoothing is Harder Than It Looks
Laplacian smoothing sounds simple. Add enough iterations and you'll erase the very features you were trying to preserve. Notes on the spectral stopping criterion we developed.
Notes & Thinking
Blog
Short-form writing on research methods, tools, and lessons from the lab.
Coming Soon
Accuracy metrics and which to use when
Accuracy assessment is a tricky procedure, with the type of metric chosen decides the final accuracy itself. The role alignment plays in computing the metrics and registration of reconstructed surfaces preceeding the assessment is not studied enough.
Coming Soon
From CT Scan to 3D Print: A Practical Pipeline
Step-by-step notes on the tools, decisions, and failure modes in converting a DICOM stack to a printable STL — with real examples from coronary artery and phantom models.