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GitHub topics: segmentation-features

fitushar/WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

Language: Python - Size: 8.68 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 25 - Forks: 4

anindox8/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).

Language: Python - Size: 4.47 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 3

Related Keywords
ct-imaging 2 deep-learning 2 feature-aggregation 2 lung-disease 2 multi-resolution 2 segmentation-features 2 weakly-supervised-learning 2 tensorflow-estimator 1 resnet50 1 densevnet 1 convolutional-neural-networks 1 3d-classification 1 weighted-loss 1 weight-binary-crossentrophy 1 weakly-supervised-classification 1 tfrecords 1 tensorflow2 1 spie-cad-2020 1 spie-cad 1 segmentation-models 1 multi-label-loss 1 multi-label-classification 1 densevnet3d 1 3d-cnn 1 3d 1