Sonogram Identification Update

April 16, 2025

I've completed the program, but there's a pretty significant false negative rate. That's obviously dangerous for diagnostic tools. I'm working on increasing the dataset diversity and refining the loss function. Also added an overlay that highlights the area of interest—turns out interpretability is just as important as accuracy in medicine. Next step: test it with new, real-world samples and not just clean training data.

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