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CV

Computer Vision projects

Medical Imaging

BreastMNIST, ResNet18 + Grad-CAM

A breast cancer classifier built on the BreastMNIST dataset. I used Grad-CAM to actually see what the model was paying attention to. In medical imaging, "it works" isn't good enough if you can't explain why.

Tools

DICOM Anonymizer

A small Python tool that strips patient info out of DICOM files, born from actually needing this during my time working with clinical imaging data.