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explainable-ai-in-medical-imaging

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fitushar / 3D-GuidedGradCAM-for-Medical-Imaging

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This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

medical-imaging nifti 3d-models ctci tensorflow-examples explainable-artificial-intelligence guided-grad-cam cnn-visualization-technique explainable-ai cnn-visualization tensorflow2 3d-guided-grad-cam explainable-ai-in-medical-imaging
  • Updated Jul 12, 2020
  • Python

hooman007 / ProtoASNet

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Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference

pytorch transparency prototypes video-classification explainable-artificial-intelligence interpretable-deep-learning xai prototypical-networks echocardiography aleatoric-uncertainty explainable-ai-in-medical-imaging prototypical-learning miccai2023 part-prototypes aortic-stenosis
  • Updated Oct 21, 2023
  • Python

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