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breast-cancer-segmentation

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mkang315 / ASF-YOLO

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[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

deep-neural-networks yolo medical-image-computing medical-image-processing cell-segmentation nucleus-detection computer-vision-algorithms instance-segmentation deep-learning-framework cell-detection medical-image-analysis data-science-bowl-2018 medical-image-segmentation nuclei-segmentation lesion-segmentation hematoxylin-eosin-staining breast-cancer-segmentation detection-segmentation-algorithm histopathology-image-analysis breast-cancer-cell
  • Updated Sep 22, 2024
  • Python

prasannaghimiree / Breast-Cancer-Histopathology-Image-Segmentation-using-U-Net

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Breast cancer histopathology image segmentation using U-Net. This repository implements U-Net for accurate segmentation of cancerous regions. It includes data augmentation, mixed precision training, checkpointing, and evaluation metrics like Dice score to improve model performance.

pytorch healthcare segmentation breast-cancer-prediction unet cancer-detection early-detection unet-pytorch unet-segmentation breast-cancer-segmentation aiinhealthcare
  • Updated Nov 9, 2024
  • Jupyter Notebook

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