| May 27, 2026 | sparse-view clinical reconstruction: explicit vs implicit representations |
| May 25, 2026 | what i look for in a strong medical ai research problem |
| May 21, 2026 | the gap between benchmark performance and clinical usefulness |
| May 20, 2026 | why i keep returning to geometry in biomedical ai |
| May 18, 2026 | a short guide to reading papers in surgical vision |
| May 15, 2026 | what makes a research prototype different from a deployable clinical tool |
| May 14, 2026 | reproducibility lessons from building multiple medical vision pipelines |
| May 13, 2026 | how i structure ablations in small-data medical imaging projects |
| May 12, 2026 | when to use cnns, transformers, or foundation models in medical imaging |
| May 11, 2026 | neural active contours: why old geometry ideas still matter in deep segmentation |
| May 04, 2026 | designing a reproducible medical imaging project instead of a one-off notebook |
| May 01, 2026 | what i learned benchmarking skin lesion segmentation beyond u-net |
| Apr 30, 2026 | turning segmentation masks into 3d anatomical surfaces for navigation workflows |
| Apr 29, 2026 | how to think about physics-informed learning without the hype |
| Apr 27, 2026 | what makes surgical computer vision different from standard vision benchmarks |
| Apr 07, 2026 | evaluation traps in biomedical ai: metrics that look good but say little |
| Mar 15, 2026 | neural anisotropic diffusion: unrolling a pde for medical image denoising |
| Feb 06, 2026 | building a lung ct pipeline with monai, simpleitk, and vtk |
| Jan 15, 2026 | few-shot 2d echo to 3d cardiac reconstruction: what actually makes it hard |
| Dec 27, 2025 | why deformation is the hard problem in image-guided robotic surgery |
| Dec 14, 2025 | how i moved from biomedical engineering into robotic surgery research |
| Nov 26, 2025 | from medical image segmentation to usable geometry: why meshes matter |
| Nov 03, 2025 | what course projects taught me that research papers did not |
| Oct 22, 2025 | what sparse-view clinical reconstruction teaches you about real-world 3d vision |