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CodeByGirum / Chest-Xray-Pneumonia-Detection-Neural-Network-Model

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This project aims to detect pneumonia from chest X-ray images using a Convolutional Neural Network (CNN). The model is trained on a dataset of chest X-ray images and evaluated for its performance. The project is ongoing, and I aim to fine-tune the model in the future. If you are seeing this, it means I am still working on the project.

python deep-neural-networks tensorflow keras cnn datascience machinelearning deeplearning cnn-model keras-tensorflow cnn-for-visual-recognition cnn-classification artificialintelligence pneumonia pneumonia-detection medicalimaging pneumonia-detector chestxray aiinhealthcare
  • Updated May 18, 2024
  • Jupyter Notebook

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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