Cyclical Self-Supervision for Semi-Supervised Ejection Fraction
Prediction from Echocardiogram Videos

Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos

20 October 2022

Kwang-Ting Cheng

Papers citing "Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos"

12 / 12 papers shown

Title
Echo-E $^3$ Net: Efficient Endo-Epi Spatio-Temporal Network for Ejection Fraction Estimation Moein Heidari Afshin Bozorgpour AmirHossein Zarif-Fakharnia Dorit Merhof I. Hacihaliloglu 44 0 0 21 Mar 2025
Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression Jie Liu Tiexin Qin Hui Liu Yilei Shi Lichao Mou Xiao Xiang Zhu Shiqi Wang Haoliang Li 45 0 0 06 Mar 2025
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification Mischa Dombrowski Hadrien Reynaud Bernhard Kainz DiffM 50 1 0 07 Nov 2024
$EchoNarrator: Generating natural text explanations for ejection fraction predictions$ EchoNarrator: Generating natural text explanations for ejection fraction predictions S. Thomas Qing Cao Anna Novikova Daria Kulikova Guy Ben-Yosef 21 2 0 31 Oct 2024
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography A. Amadou Y. Zhang Sebastien Piat Paul Klein Ingo Schmuecking Tiziano Passerini Puneet Sharma 14 5 0 14 Oct 2024
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Jiewen Yang Xinpeng Ding Ziyang Zheng Xiaowei Xu Xiaomeng Li OOD 29 9 0 20 Sep 2023
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation Ziyang Zheng Jiewen Yang Xinpeng Ding Xiaowei Xu Xiaomeng Li 17 3 0 20 Sep 2023
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks Weihang Dai X. Li Kwang-Ting Cheng BDL UQCV 25 14 0 15 Feb 2023
Less is More: Surgical Phase Recognition from Timestamp Supervision Xinpeng Ding Xinjian Yan Zixun Wang Wei-Ye Zhao Jian Zhuang Xiaowei Xu Xiaomeng Li MedIm 27 14 0 16 Feb 2022
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 121 203 0 27 Apr 2021
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
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017