DÁRTAGNAN: Counterfactual Video Generation

3 June 2022

Hadrien Reynaud

Athanasios Vlontzos

Mischa Dombrowski

Ciarán M. Gilligan-Lee

Papers citing "DÁRTAGNAN: Counterfactual Video Generation"

20 / 20 papers shown

Title
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation Hadrien Reynaud Alberto Gomez Paul Leeson Qingjie Meng B. Kainz MedIm 54 0 0 28 Mar 2025
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models Tingxiu Chen Yilei Shi Zixuan Zheng Bingcong Yan Jingliang Hu Xiao Xiang Zhu Lichao Mou VGen MedIm 49 3 0 19 Mar 2025
SurgSora: Decoupled RGBD-Flow Diffusion Model for Controllable Surgical Video Generation Tong Chen Shuya Yang Junyi Wang Long Bai Hongliang Ren Luping Zhou VGen MedIm 75 2 0 18 Dec 2024
Contrastive representations of high-dimensional, structured treatments Oriol Corcoll Andreu Athanasios Vlontzos Michael O'Riordan Ciarán M. Gilligan-Lee CML 66 1 0 28 Nov 2024
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification Mischa Dombrowski Hadrien Reynaud Bernhard Kainz DiffM 42 1 0 07 Nov 2024
A Personalised 3D+t Mesh Generative Model for Unveiling Normal Heart Dynamics Mengyun Qiao Kathryn A McGurk Shuo Wang Paul M. Matthews Declan P O Regan Wenjia Bai MedIm AI4CE 96 0 0 20 Sep 2024
Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation Junxuan Yu Rusi Chen Yongsong Zhou Yanlin Chen Yaofei Duan Yuhao Huang Han Zhou Tan Tao Xin Yang Dong Ni MedIm DiffM VGen 29 2 0 31 Jul 2024
Spatio-temporal neural distance fields for conditional generative modeling of the heart Kristine Sorensen P. Diez Ján Margeta Yasmin El Youssef Michael Pham ... Tobias Kuhl O. D. Backer Klaus Kofoed Oscar Camara Rasmus Paulsen MedIm 33 0 0 15 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
Spillover Detection for Donor Selection in Synthetic Control Models Michael O'Riordan Ciarán M. Gilligan-Lee 37 2 0 17 Jun 2024
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing Hadrien Reynaud Qingjie Meng Mischa Dombrowski Arijit Ghosh Thomas Day Alberto Gomez Paul Leeson Bernhard Kainz MedIm 18 8 0 02 Jun 2024
Benchmarking Counterfactual Image Generation Thomas Melistas Nikos Spyrou Nefeli Gkouti Pedro Sanchez Athanasios Vlontzos Yannis Panagakis G. Papanastasiou Sotirios A. Tsaftaris EGVM CML 41 6 0 29 Mar 2024
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation Hadrien Reynaud Bernhard Kainz MedIm 21 0 0 02 Nov 2023
Counterfactual Generative Models for Time-Varying Treatments Shenghao Wu Wen-liang Zhou Minshuo Chen Shixiang Zhu DiffM CML 28 6 0 25 May 2023
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis Hadrien Reynaud Mengyun Qiao Mischa Dombrowski Thomas Day Reza Razavi Alberto Gómez Paul Leeson Bernhard Kainz DiffM VGen MedIm 30 22 0 22 Mar 2023
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy Mengyun Qiao Shuo Wang Huaqi Qiu A. de Marvao D. O’Regan Daniel Rueckert Wenjia Bai MedIm 21 14 0 30 Jan 2023
Non-parametric identifiability and sensitivity analysis of synthetic control models Jakob Zeitler Athanasios Vlontzos Ciarán M. Gilligan-Lee CML 19 6 0 18 Jan 2023
A Review of Causality for Learning Algorithms in Medical Image Analysis Athanasios Vlontzos Daniel Rueckert Bernhard Kainz OOD 17 17 0 11 Jun 2022
Estimating Categorical Counterfactuals via Deep Twin Networks Athanasios Vlontzos Bernhard Kainz Ciarán M. Gilligan-Lee OOD CML BDL 13 16 0 04 Sep 2021
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 66 25 0 27 Jul 2020