Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network

Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network

6 May 2018

Xinghao Ding

Papers citing "Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network"

11 / 11 papers shown

Title
MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Hwihun Jeong S. Chun Jongho Lee 38 2 0 16 Sep 2024
Learning Task-Specific Strategies for Accelerated MRI Zihui Wu Tianwei Yin Yu Sun R. Frost A. Kouwe Adrian V. Dalca Katherine Bouman 32 4 0 25 Apr 2023
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 42 81 0 26 Oct 2022
A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction Balamurali Murugesan Sriprabha Ramanarayanan S. Vijayarangan Keerthi Ram N. Jagannathan M. Sivaprakasam 18 9 0 05 Jul 2022
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction Sriprabha Ramanarayanan Balamurali Murugesan Keerthi Ram M. Sivaprakasam 29 8 0 09 Nov 2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 18 14 0 12 Sep 2021
Joint Calibrationless Reconstruction and Segmentation of Parallel MRI Aniket Pramanik Xiaodong Wu M. Jacob 3DV 21 5 0 19 May 2021
Multi-task MR Imaging with Iterative Teacher Forcing and Re-weighted Deep Learning Kehan Qi Yu Gong Xinfeng Liu Xin Liu Hairong Zheng Shanshan Wang 14 3 0 27 Nov 2020
DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction Sriprabha Ramanarayanan Balamurali Murugesan Keerthi Ram M. Sivaprakasam 19 42 0 08 Jan 2020
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 31 751 0 27 Aug 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 30 10 0 03 Mar 2019