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Topic: "weakly-supervised-classification"

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

rashindrie/ANSAC

Classification of whole-slide images based on tumor infiltrating lymphocyte grades using image-level labels

Language: Python - Size: 354 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Related Topics
deep-learning 2 weighted-loss 1 weight-binary-crossentrophy 1 weakly-supervised-learning 1 tfrecords 1 tensorflow2 1 spie-cad-2020 1 spie-cad 1 segmentation-models 1 segmentation-features 1 multi-resolution 1 multi-label-loss 1 multi-label-classification 1 lung-disease 1 feature-aggregation 1 densevnet3d 1 ct-imaging 1 3d-cnn 1 3d 1 whole-slide-imaging 1 tumor-infiltrating-lymphocytes 1 tiger 1 tcga 1 histopathology 1 computer-vision 1 computational-pathology 1 breast-cancer 1 ansac 1 annotation-efficient 1