Counterfactual Image Synthesis for Discovery of Personalized Predictive
Image Markers

Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers

3 August 2022

Brennan Nichyporuk

Jean-Pierre Falet

Douglas L. Arnold

Sotirios A. Tsaftaris

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Papers citing "Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers"

9 / 9 papers shown

Title
RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation using Vision-Language Foundation Models Parham Saremi Amar Kumar Mohammed Mohammed Zahra Tehraninasab Tal Arbel LM&MA MedIm 93 1 0 20 Mar 2025
Explaining 3D Computed Tomography Classifiers with Counterfactuals Joseph Paul Cohen Louis Blankemeier Akshay S. Chaudhari MedIm 492 1 0 11 Feb 2025
Longitudinal Causal Image Synthesis Yujia Li Han Li ans S. Kevin Zhou DiffM MedIm 51 0 0 23 Oct 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 97 5 0 02 Aug 2024
Debiasing Counterfactuals In the Presence of Spurious Correlations Amar Kumar Nima Fathi Raghav Mehta Brennan Nichyporuk Jean-Pierre Falet Sotirios A. Tsaftaris Tal Arbel CML MedIm 53 5 0 21 Aug 2023
Causal Image Synthesis of Brain MR in 3D Yujia Li Jiong Shi S. Kevin Zhou CML 3DV MedIm DiffM 123 2 0 25 Mar 2023
Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis Jueqi Wang Derek Berger Erin L. Mazerolle O. Soufan J. Levman 97 1 0 09 Sep 2022
A Review of Causality for Learning Algorithms in Medical Image Analysis Athanasios Vlontzos Daniel Rueckert Bernhard Kainz OOD 128 18 0 11 Jun 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification Tian Xia Pedro Sanchez C. Qin Sotirios A. Tsaftaris OOD MedIm 95 13 0 15 Mar 2022

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