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Struggling with Overfitting on Medical Imaging Task [D]

Via r/MachineLearning
Friday, May 15, 2026 · 8:16PM
Summary

Hi everyone, I’m working on a 2-class classification problem (LCA vs. RCA coronary arteries) using 2D X-ray angiograms. I’m currently stuck in a cycle of extreme overfitting and could use some advice on my training strategy. The Setup: Dataset: Small (~900 training frames from ~300 unique DICOMs). A

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