CAMP-eXplain-AI

InputIBA

NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information

Style-CheXplain

GAN-based method to create counterfactual explanations for chest X-rays

Do-Explanations-Explain

PathwayGrad

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

RoarTorch

CVPR 2021 | Metrics for evaluating interpretability methods.

CheXplain-IBA

MICCAI 2021 | Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features

Interpretable-Vertebral-Fracture-Diagnosis

CheXplain-Dissection

MICCAI 2021 | Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models

imba-explain