TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
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Updated
Feb 17, 2025 - Jupyter Notebook
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
Building an AI model for chest X-ray under patient privacy guarantees
Graph Convolutional Neural Network as an explainable Pneumonia classifier
For the Semester-Final Team Project, my friends and I have built a CNN model to classify chest X-ray images into Normal, COVID-19, and Pneumonia (Viral/Bacterial) cases.
Source code for pretraining models on the CheXpert dataset, for lung patterns analaysis - CORSA Project
[IEEE-IRI 2023] "A Fully Connected Reproducible SE-UResNet for Multiorgan Chest Radiographs Segmentation" by Debojyoti Pal, Tanushree Meena, and Sudipta Roy.
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