$Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound$

Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound

6 July 2022

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Papers citing "Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound"

11 / 11 papers shown

Title
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 518 0 0 26 Mar 2025
Echo-E $^3$ Net: Efficient Endo-Epi Spatio-Temporal Network for Ejection Fraction Estimation Moein Heidari Afshin Bozorgpour AmirHossein Zarif-Fakharnia Dorit Merhof Ilker Hacihaliloglu 74 0 0 21 Mar 2025
MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation Xiaoxian Yang Qi Wang Kaiqi Zhang Ke Wei Jun Lyu Lingchao Chen Mamba 53 0 0 13 Jan 2025
$EchoNarrator: Generating natural text explanations for ejection fraction predictions$ EchoNarrator: Generating natural text explanations for ejection fraction predictions S. Thomas Qing Cao Anna Novikova Daria Kulikova Guy Ben-Yosef 68 2 0 31 Oct 2024
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis F. Maani Numan Saeed Aleksandr Matsun Mohammad Yaqub SyDa 94 4 0 15 Mar 2024
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach Sarina Thomas Cristiana Tiago Børge Solli Andreassen S. Aase Jurica Šprem Erik Normann Steen Anne H. Schistad Solberg Guy Ben-Yosef 84 0 0 29 Feb 2024
ConFormer: A Novel Collection of Deep Learning Models to Assist Cardiologists in the Assessment of Cardiac Function Ethan Thomas Salman Aslam MedIm 55 0 0 13 Dec 2023
Towards Robust Cardiac Segmentation using Graph Convolutional Networks G. V. D. Vyver Sarina Thomas Guy Ben-Yosef S. Olaisen H˚avard Dalen L. Løvstakken Erik Smistad 76 4 0 02 Oct 2023
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning F. Maani Asim Ukaye Nada Saadi Numan Saeed Mohammad Yaqub 405 1 0 30 Sep 2023
GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis Masoud Mokhtari Neda Ahmadi T. Tsang Purang Abolmaesumi Renjie Liao MedIm 59 12 0 25 Aug 2023
Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field Phi V. Nguyen Hieu H. Pham Long Tran Quoc 45 2 0 16 Jun 2023