Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport

23 May 2025

Papers citing "Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport"

18 / 18 papers shown

Title
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian Sun 94 4 0 03 Nov 2024
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement Vamsi Krishna Vasa Peijie Qiu Wenhui Zhu Yujian Xiong Oana Dumitrascu Yalin Wang MedIm 67 3 0 12 Sep 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration Xiaole Tang Xin Hu Xiang Gu Jian Sun 83 8 0 05 May 2024
Optimal Transport-Guided Conditional Score-Based Diffusion Models Xiang Gu Liwei Yang Jian Sun Zongben Xu DiffM OT 93 10 0 02 Nov 2023
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction Bingyu Xin Meng Ye L. Axel Dimitris N. Metaxas 66 16 0 25 Sep 2023
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction Pengcheng Lei Faming Fang Guixu Zhang Ming Xu MedIm SupR 61 14 0 03 Sep 2023
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction Qi Wang Zhijie Wen Jun Shi Qian Wang Dinggang Shen Shihui Ying MedIm 73 3 0 04 May 2023
Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images Wenjie Zhu Peijie Qiu Mohammad Farazi Keshav Nandakumar Oana Dumitrascu Yalin Wang MedIm 40 12 0 06 Feb 2023
Neural Optimal Transport Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 225 99 0 28 Jan 2022
End-to-end reconstruction meets data-driven regularization for inverse problems Subhadip Mukherjee M. Carioni Ozan Oktem Carola-Bibiane Schönlieb 68 40 0 07 Jun 2021
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN Gyutaek Oh Byeongsu Sim Hyungjin Chung Leonard Sunwoo J. C. Ye OOD MedIm 78 71 0 29 Aug 2020
End-to-End Variational Networks for Accelerated MRI Reconstruction Anuroop Sriram Jure Zbontar Tullie Murrell Aaron Defazio C. L. Zitnick N. Yakubova Florian Knoll Patricia M. Johnson DRL 81 318 0 14 Apr 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 172 770 0 27 Aug 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 128 128 0 23 Jun 2019
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI Jure Zbontar Florian Knoll Anuroop Sriram Tullie Murrell Zhengnan Huang ... Erich Owens C. L. Zitnick M. Recht D. Sodickson Yvonne W. Lui OOD 79 849 0 21 Nov 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 254 1,507 0 04 Jan 2018
Deep artifact learning for compressed sensing and parallel MRI Dongwook Lee J. Yoo J. C. Ye MedIm 112 38 0 03 Mar 2017
Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) Hu Chen Yi Zhang Mannudeep K. Kalra Feng Lin Yang Chen Peixi Liao Jiliu Zhou Ge Wang MedIm 117 1,319 0 01 Feb 2017