Recurrent Aggregation Learning for Multi-View Echocardiographic
Sequences Segmentation

Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation

24 July 2019

Ming Li

Guang Yang

Papers citing "Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation"

12 / 12 papers shown

Title
Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach M. Hasan Guang Yang Choon Hwai Yap 44 0 0 28 Jan 2025
From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcare Ming Li Pengcheng Xu Junjie Hu Zeyu Tang Guang Yang FedML 50 1 0 15 Sep 2024
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data Grégoire Petit Nathan Palluau Axel Bauer Clemens Dlaska 55 0 0 11 Sep 2024
Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation Ming Li Guang Yang FedML 23 2 0 27 Nov 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 204 1 0 30 Sep 2023
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography A. Gómez M. Porumb A. Mumith Thierry Judge Shan Gao Woojun Kim Jorge Oliveira A. Chartsias 52 2 0 13 Jul 2022
Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation Hang Duong Thi Thuy T. Minh Phi Nguyen Van Long Tran Quoc 14 1 0 18 Jul 2021
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences Zejian Chen Wei Zhuo Tianfu Wang Wufeng Xue Dong Ni 35 5 0 23 Jun 2021
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography F. Dezaki C. Luong T. Ginsberg R. Rohling K. Gin Purang Abolmaesumi T. Tsang 22 15 0 03 Feb 2021
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations Jianzhe Lin Ghazal Sahebzamani C. Luong F. Dezaki Mohammad Jafari Purang Abolmaesumi T. Tsang 46 4 0 27 Jan 2021
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 35 751 0 27 Aug 2019
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 239 7,916 0 13 Jun 2015