CheXplaining in Style: Counterfactual Explanations for Chest X-rays
using StyleGAN

CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN

15 July 2022

Matthias Keicher

Jan Kirschke

Bene Wiestler

Nassir Navab

Papers citing "CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN"

7 / 7 papers shown

Title
Robust image representations with counterfactual contrastive learning Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD MedIm 40 2 0 16 Sep 2024
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Matan Atad D. Schinz Hendrik Moeller Robert Graf Benedikt Wiestler Daniel Rueckert Nassir Navab Jan S. Kirschke Matthias Keicher CML DiffM MedIm 38 3 0 02 Aug 2024
MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI Malek Ben Alaya Daniel M. Lang Benedikt Wiestler Julia A. Schnabel Cosmin I. Bercea MedIm DiffM 26 3 0 21 Jul 2024
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation Yingying Fang Shuang Wu Zihao Jin Caiwen Xu Shiyi Wang Simon Walsh Guang Yang MedIm 29 4 0 21 Jun 2024
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images Dmytro Shvetsov Joonas Ariva M. Domnich Raul Vicente Dmytro Fishman MedIm 32 0 0 19 Apr 2024
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed MedIm DiffM 39 4 0 16 Apr 2024
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI H. Bedel Tolga Çukur DiffM MedIm 23 24 0 18 Jul 2023