/FetalHead_Medical-Image-Segmentation

Automating Fetal Head Segmentation Using PyTorch CNNs, we segment fetal heads in ultrasound images. Achieved 91% Dice score with Residual UNet, outperforming custom Encoder-Decoder (74%). The project underscores the significance of deep learning in advancing medical image analysis and automation.

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