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1906.10643
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A Review on Deep Learning in Medical Image Reconstruction
Journal of the Operations Research Society of China (JORSC), 2019
23 June 2019
Hai-Miao Zhang
Bin Dong
MedIm
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Papers citing
"A Review on Deep Learning in Medical Image Reconstruction"
19 / 19 papers shown
Performance Evaluation of Transfer Learning Based Medical Image Classification Techniques for Disease Detection
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025
Zeeshan Ahmad
Shudi Bao
Meng Chen
136
0
0
04 Dec 2025
MORE: Multi-Organ Medical Image REconstruction Dataset
Shaokai Wu
Yapan Guo
Yanbiao Ji
Jing Tong
Yuxiang Lu
Mei Li
Suizhi Huang
Yue Ding
Hongtao Lu
OOD
196
0
0
30 Oct 2025
3D Reconstruction via Incremental Structure From Motion
Muhammad Zeeshan
Umer Zaki
Syed Ahmed Pasha
Zaar Khizar
3DV
237
1
0
01 Aug 2025
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
Hanzhou Liu
Binghan Li
Chengkai Liu
Mi Lu
205
1
0
23 Jul 2025
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
Taoran Zheng
Xing Li
Xing Li
Xiang Gu
Zongben Xu
Jian Sun
MedIm
492
1
0
23 May 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion
Xiyue Zhu
Dou Hoon Kwark
Ruike Zhu
Kaiwen Hong
Yiqi Tao
Shirui Luo
Yudu Li
Zhi-Pei Liang
Volodymyr V. Kindratenko
MedIm
393
0
0
13 Jan 2025
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
Medical Physics (Lancaster) (MPL), 2024
Rucha Deshpande
Varun A. Kelkar
Dimitrios S. Gotsis
Prabhat Kc
Rongping Zeng
Kyle J. Myers
F. Brooks
M. Anastasio
MedIm
253
5
0
03 May 2024
Integration of Federated Learning and Blockchain in Healthcare: A Tutorial
Yahya Shahsavari
O. A. Dambri
Yaser Baseri
A. Hafid
Dimitrios Makrakis
OOD
374
10
0
15 Apr 2024
Endora: Video Generation Models as Endoscopy Simulators
Chenxin Li
Hengyu Liu
Yifan Liu
Brandon Yushan Feng
Wuyang Li
Xinyu Liu
Daming Gao
Jing Shao
Yixuan Yuan
VGen
MedIm
345
73
0
17 Mar 2024
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
Reza Azad
Amirhossein Kazerouni
Moein Heidari
Ehsan Khodapanah Aghdam
Amir Molaei
Yiwei Jia
Abin Jose
Rijo Roy
Dorit Merhof
MedIm
ViT
461
365
0
09 Jan 2023
NESTANets: Stable, accurate and efficient neural networks for analysis-sparse inverse problems
Sampling Theory, Signal Processing, and Data Analysis (TSPDA), 2022
Maksym Neyra-Nesterenko
Ben Adcock
314
11
0
02 Mar 2022
Diffeomorphic Image Registration with Neural Velocity Field
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Kun Han
Shanlin Sun
Xiangyi Yan
Chenyu You
Hao Tang
Junayed Naushad
Haoyu Ma
Deying Kong
Xiaohui Xie
MedIm
562
38
0
25 Feb 2022
AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis
Proceedings of the IEEE (Proc. IEEE), 2021
Yutong Chen
Carola-Bibiane Schönlieb
Pietro Lio
T. Leiner
Pier Luigi Dragotti
Ge Wang
Daniel Rueckert
D. Firmin
Guang Yang
499
116
0
23 Dec 2021
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives
Guang Yang
Jun Lv
Yutong Chen
Jiahao Huang
Jin Zhu
MedIm
257
12
0
04 May 2021
Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Ce Wang
Haimiao Zhang
Qian Li
Kun Shang
Y. Lyu
Bin Dong
S. Kevin Zhou
373
16
0
09 Mar 2021
Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging
Inverse Problems and Imaging (IPI), 2020
Ziju Shen
Yufei Wang
Dufan Wu
Xu Yang
Bin Dong
OffRL
470
28
0
03 Jun 2020
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction
IEEE Transactions on Medical Imaging (TMI), 2020
Haimiao Zhang
Baodong Liu
Hengyong Yu
Bin Dong
405
72
0
30 May 2020
Deep Learning for Biomedical Image Reconstruction: A Survey
Artificial Intelligence Review (AI Review), 2020
Hanene Ben Yedder
Ben Cardoen
Ghassan Hamarneh
MedIm
3DV
270
113
0
26 Feb 2020
Solving Traveltime Tomography with Deep Learning
Communications in Mathematics and Statistics (CMS), 2019
Yuwei Fan
Lexing Ying
347
15
0
25 Nov 2019
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