Writing
Blog & Notes
Notes on research, deep learning, and the craft of building software. Rendered from Markdown.
Segmenting Actin Filaments in Noisy Cryo-ET Tomograms
Why mid-resolution cryo-ET data breaks naive segmentation models — and how a voxel-leveling step makes deep architectures far more robust to noise.
Read postOne Codebase, Twenty Sites: The Factory Pattern in Go
How a single Factory abstraction let one Go project serve 20+ white-label sites without a forest of if/else branches.
Read postFeature Fusion for Medical Imaging: Lessons from DIA-VXNET
Combining VGG16 and XceptionNet sounds simple until their feature maps refuse to line up. Here's the transition block that made fusion work — and hit 99.76% accuracy.
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