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Top 3 lung-disease open source projects

Deep-Segmentation-Features-for-Weakly-Supervised-3D-Disease-Classification-in-Chest-CT

Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN architecture (DenseVNet, 3D Residual U-Net).

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python Jupyter Notebook deep-learning convolutional-neural-networks multi-resolution weakly-supervised-learning resnet50 3d-classification tensorflow-estimator ct-imaging segmentation-features densevnet lung-disease feature-aggregation

AE-CNN

ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset

covid19.MIScnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

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python r computer-vision deep-learning tensorflow medical-imaging segmentation medical-image-processing infection lung-segmentation u-net medical-image-analysis pneumonia 3d-unet lung-disease covid-19 lung-lobes covid-19-ct healthcare-imaging

1-3 of 3 lung-disease projects