Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation

Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation

2 July 2021

Hadrien Reynaud

Athanasios Vlontzos

Papers citing "Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation"

9 / 9 papers shown

Title
Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases Andrés Bell-Navas M. Villalba-Orero Enrique Lara Pezzi J. Garicano-Mena S. L. Clainche 56 0 0 10 Apr 2025
Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos Jiaheng Zhou Yanfeng Zhou Wei Fang Yuxing Tang Le Lu Ge Yang Mamba 226 0 0 26 Mar 2025
Cardiac valve event timing in echocardiography using deep learning and triplane recordings Benjamin Strandli Fermann John Nyberg E. Remme J. F. Grue Helen Grue ... H˚avard Dalen B. Grenne S. Aase S. Snare Andreas Østvik 30 1 0 15 Mar 2024
ConFormer: A Novel Collection of Deep Learning Models to Assist Cardiologists in the Assessment of Cardiac Function Ethan Thomas Salman Aslam MedIm 34 0 0 13 Dec 2023
Hierarchical Vision Transformers for Cardiac Ejection Fraction Estimation Lhuqita Fazry Asep Haryono Nuzulul Khairu Nissa Sunarno Naufal Muhammad Hirzi M. F. Rachmadi W. Jatmiko MedIm 16 16 0 31 Mar 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 41 162 0 09 Jan 2023
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai Xiaomeng Li Xinpeng Ding Kwang-Ting Cheng 46 22 0 20 Oct 2022
DÁRTAGNAN: Counterfactual Video Generation Hadrien Reynaud Athanasios Vlontzos Mischa Dombrowski Ciarán M. Gilligan-Lee A. Beqiri Paul Leeson Bernhard Kainz VGen CML MedIm 30 19 0 03 Jun 2022
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 51 156 0 11 Jun 2018