CAMP-eXplain-AI

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9 repositories

Style-CheXplain
Public
GAN-based method to create counterfactual explanations for chest X-rays
python medical-imaging generative-adversarial-network explainable-ai
Python
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MIT License
•4•23•0•0•Updated Sep 23, 2022Sep 23, 2022
Interpretable-Vertebral-Fracture-Diagnosis
Public
Python
•1•7•0•0•Updated Mar 25, 2022Mar 25, 2022
Do-Explanations-Explain
Public
Jupyter Notebook
•1•15•0•0•Updated Mar 11, 2022Mar 11, 2022
imba-explain
Public
Python
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MIT License
•0•2•0•0•Updated Mar 7, 2022Mar 7, 2022
InputIBA
Public
NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
Python
•4•32•6•0•Updated Dec 13, 2021Dec 13, 2021
CheXplain-IBA
Public
MICCAI 2021 | Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features
Jupyter Notebook
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MIT License
•1•7•0•0•Updated Aug 5, 2021Aug 5, 2021
CheXplain-Dissection
Public
MICCAI 2021 | Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models
Jupyter Notebook
•2•5•0•0•Updated Jul 14, 2021Jul 14, 2021
PathwayGrad
Public
CVPR 2021 | Code to reproduce the results of the paper: A Khakzar, S Baselizadeh, S Khanduja, C Rupprecht, ST Kim, N Navab, Neural Response Interpretation through the Lens of Critical Pathways
Python
•4•11•0•0•Updated Jun 23, 2021Jun 23, 2021
RoarTorch
Public
CVPR 2021 | Metrics for evaluating interpretability methods.
python deep-neural-networks roar interpretability-methods morf pytorch
Python
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MIT License
•3•10•0•0•Updated Mar 29, 2021Mar 29, 2021