segmentation-features

There are 0 repository under segmentation-features topic.

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).
ct-imaging deep-learning segmentation-features tensorflow-estimator 3d-classification weakly-supervised-learning convolutional-neural-networks densevnet resnet50 lung-disease feature-aggregation multi-resolution
Language:Python 31
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)
ct-imaging deep-learning 3d 3d-cnn segmentation-models segmentation-features tensorflow2 weakly-supervised-learning weakly-supervised-classification densevnet3d lung-disease feature-aggregation multi-resolution tfrecords multi-label-classification multi-label-loss weighted-loss weight-binary-crossentrophy spie-cad spie-cad-2020
Language:Python 21