Diffusion-based Iterative Counterfactual Explanations for Fetal
Ultrasound Image Quality Assessment

Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment

13 March 2024

Paraskevas Pegios

M. B. S. Svendsen

Siavash Bigdeli

Anders Christensen

Papers citing "Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment"

8 / 8 papers shown

Title
Graph Counterfactual Explainable AI via Latent Space Traversal Andreas Abildtrup Hansen Paraskevas Pegios Anna Calissano Aasa Feragen OOD BDL AAML 83 0 0 15 Jan 2025
Counterfactual Explanations via Riemannian Latent Space Traversal Paraskevas Pegios Aasa Feragen Andreas Abildtrup Hansen Georgios Arvanitidis BDL 42 1 0 04 Nov 2024
Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models Markus Ditlev Sjøgren Olsen Jakob Ambsdorf Manxi Lin C. Taksøe-Vester M. B. S. Svendsen Anders Christensen Mads Nielsen M. Tolsgaard Aasa Feragen Paraskevas Pegios DiffM MedIm 45 0 0 07 Aug 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 42 3 0 02 Aug 2024
Manifold Preserving Guided Diffusion Yutong He Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka ... Wei-Hsiang Liao Yuki Mitsufuji J. Zico Kolter Ruslan Salakhutdinov Stefano Ermon DiffM 116 66 0 28 Nov 2023
Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos Divyanshu Mishra He Zhao Pramit Saha A. Papageorghiou J. A. Noble MedIm 27 10 0 01 Nov 2023
Removing confounding information from fetal ultrasound images K. Mikolaj Manxi Lin Zahra Bashir M. B. S. Svendsen M. Tolsgaard Anders Christensen Aasa Feragen 27 3 0 24 Mar 2023
Explaining the Black-box Smoothly- A Counterfactual Approach Junyu Chen Yong Du Yufan He W. Paul Segars Ye Li MedIm FAtt 65 100 0 11 Jan 2021