ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2105.08059
  4. Cited By
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial
  Transformers
v1v2v3 (latest)

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

IEEE Transactions on Medical Imaging (IEEE TMI), 2021
15 May 2021
Yilmaz Korkmaz
S. Dar
Mahmut Yurt
Muzaffer Özbey
Tolga Çukur
    ViTMedIm
ArXiv (abs)PDFHTML

Papers citing "Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers"

50 / 71 papers shown
Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
S. Yap
Fuad M. Noman
Junn Yong Loo
Devon Stoliker
M. Khajehnejad
Raphaël C.-W. Phan
David L. Dowe
Adeel Razi
C. Ting
101
0
0
23 Nov 2025
Reconstruction of Optical Coherence Tomography Images from Wavelength-space Using Deep-learning
Reconstruction of Optical Coherence Tomography Images from Wavelength-space Using Deep-learning
Maryam Viqar
Erdem Sahin
E. Stoykova
Violeta Madjarova
169
0
0
23 Sep 2025
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
Hongli Chen
Pengcheng Fang
Yuxia Chen
Yingxuan Ren
Jing Hao
Fangfang Tang
Xiaohao Cai
Shanshan Shan
Yifan Zhang
Mamba
251
2
0
07 Aug 2025
Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems
Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems
Tal Oved
Beatrice Lena
Chloé F. Najac
Sheng Shen
Matthew S. Rosen
Andrew Webb
Efrat Shimron
MedIm
236
5
0
05 May 2025
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic Review
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic Review
Yuezhe Yang
Boyu Yang
Yaqian Wang
Yang He
Xingbo Dong
Zhe Jin
327
0
0
15 Apr 2025
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency
  Modulation, Spatial Purification, and Scale Diversification
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale DiversificationAAAI Conference on Artificial Intelligence (AAAI), 2024
Yucong Meng
Zhiwei Yang
Yonghong Shi
Zhijian Song
311
7
0
14 Dec 2024
DenoMamba: A fused state-space model for low-dose CT denoising
DenoMamba: A fused state-space model for low-dose CT denoising
Şaban Öztürk
Oğuz Can Duran
Tolga Çukur
MambaMedIm
253
19
0
19 Sep 2024
MambaRecon: MRI Reconstruction with Structured State Space Models
MambaRecon: MRI Reconstruction with Structured State Space ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yilmaz Korkmaz
V. Patel
Mamba
281
14
0
19 Sep 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling
Omer F. Atli
Bilal Kabas
Fuat Arslan
Arda C. Demirtas
Mahmut Yurt
Onat Dalmaz
Tolga Çukur
Mamba
643
58
0
22 May 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
Fuat Arslan
Bilal Kabas
Onat Dalmaz
Muzaffer Özbey
Tolga Çukur
MedImDiffM
346
46
0
10 May 2024
DuDoUniNeXt: Dual-domain unified hybrid model for single and
  multi-contrast undersampled MRI reconstruction
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction
Ziqi Gao
Yue Zhang
Xinwen Liu
Kaiyan Li
S. Kevin Zhou
272
1
0
08 Mar 2024
Towards Architecture-Agnostic Untrained Network Priors for Image
  Reconstruction with Frequency Regularization
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency RegularizationEuropean Conference on Computer Vision (ECCV), 2023
Yilin Liu
Yunkui Pang
Jiang-Ping Li
Yong Chen
P. Yap
455
3
0
15 Dec 2023
Unsupervised Adaptive Implicit Neural Representation Learning for
  Scan-Specific MRI Reconstruction
Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction
Junwei Yang
Pietro Lio
220
2
0
01 Dec 2023
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction
Nivetha Jayakumar
Tonmoy Hossain
Miaomiao Zhang
DiffM
336
10
0
06 Sep 2023
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI
  Reconstruction
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI ReconstructionIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Yu-bao Yan
Chun-Mei Feng
Yuexiang Li
Rick Siow Mong Goh
Lei Zhu
MedIm
261
8
0
20 Aug 2023
K-band: Self-supervised MRI Reconstruction via Stochastic Gradient
  Descent over K-space Subsets
K-band: Self-supervised MRI Reconstruction via Stochastic Gradient Descent over K-space Subsets
Frédéric Wang
Han Qi
A. D. Goyeneche
Reinhard Heckel
Michael Lustig
Efrat Shimron
339
8
0
05 Aug 2023
Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked
  Image Modeling
Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image ModelingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Jia Pan
Antonio Terpin
Özgün Turgut
Wenqi Huang
Hongwei Bran Li
Nil Stolt Ansó
Thomas Kustner
Kerstin Hammernik
Daniel Rueckert
195
12
0
24 Jul 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRIIEEE Transactions on Medical Imaging (TMI), 2023
H. Bedel
Tolga Çukur
DiffMMedIm
296
49
0
18 Jul 2023
Transformers in Healthcare: A Survey
Transformers in Healthcare: A Survey
Subhash Nerella
S. Bandyopadhyay
Jiaqing Zhang
Miguel Contreras
Scott Siegel
...
Jessica Sena
B. Shickel
A. Bihorac
Kia Khezeli
Parisa Rashidi
MedImAI4CE
341
114
0
30 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images
MedLSAM: Localize and Segment Anything Model for 3D CT Images
Wenhui Lei
Xu Wei
Xiaofan Zhang
Kang Li
Shaoting Zhang
MedIm
592
3
0
26 Jun 2023
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling
  for Fast MRI?
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI?International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Jiahao Huang
Angelica Aviles-Rivero
Carola-Bibiane Schönlieb
Guang Yang
DiffMMedIm
202
21
0
25 Jun 2023
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI
  Reconstruction
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI ReconstructionIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Liping Zhang
Xiaobo Li
Weitian Chen
329
8
0
20 Jun 2023
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain
  MRI Super-Resolution
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-ResolutionThe Visual Computer (TVC), 2023
Sha-Wo Huang
Xiaohong Liu
Tao Tan
Menghan Hu
Xiaoer Wei
Ting Chen
Bin Sheng
SupRViTMedIm
161
88
0
11 Jun 2023
Cross-Modal Vertical Federated Learning for MRI Reconstruction
Cross-Modal Vertical Federated Learning for MRI Reconstruction
Yu-bao Yan
Hong Wang
Yawen Huang
Nanjun He
Lei Zhu
Yuexiang Li
Yong Xu
Yefeng Zheng
OODFedML
263
20
0
05 Jun 2023
BlindHarmony: "Blind" Harmonization for MR Images via Flow model
BlindHarmony: "Blind" Harmonization for MR Images via Flow modelIEEE International Conference on Computer Vision (ICCV), 2023
Hwihun Jeong
Heejoon Byun
Dong un Kang
Jongho Lee
MedIm
282
10
0
18 May 2023
Adapting model-based deep learning to multiple acquisition conditions:
  Ada-MoDL
Adapting model-based deep learning to multiple acquisition conditions: Ada-MoDLMagnetic Resonance in Medicine (MRM), 2023
Aniket Pramanik
Sampada Bhave
S. Sajib
Samir D. Sharma
M. Jacob
AI4CEOOD
193
2
0
21 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive
  Learning
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li
Zhiming Cui
Lichi Zhang
Sheng Wang
Chenjin Lei
...
Yajia Gu
Zaiyi Liu
Chunling Liu
Dinggang Shen
Jie‐Zhi Cheng
663
5
0
20 Apr 2023
Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance
  Reconstruction: A Comparison Study
Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison StudyScientific Reports (Sci Rep), 2023
Jiahao Huang
Pedro F. Ferreira
Lichao Wang
Yinzhe Wu
Angelica I. Aviles-Rivero
...
R. Rajakulasingam
Ranil De Silva
D. Pennell
S. Nielles-Vallespin
Guang Yang
DiffM
192
14
0
31 Mar 2023
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility
  Artifact Correction in EPI
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPIMagnetic Resonance in Medicine (MRM), 2023
Abdallah Zaid Alkilani
Tolga Çukur
E. Saritas
MedImAAML
178
12
0
18 Mar 2023
LIT-Former: Linking In-plane and Through-plane Transformers for
  Simultaneous CT Image Denoising and Deblurring
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and DeblurringIEEE Transactions on Medical Imaging (TMI), 2023
Zhihao Chen
Chuang Niu
Qi Gao
Ge Wang
Hongming Shan
MedImViT3DV
426
39
0
21 Feb 2023
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI
  Reconstruction
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction
Bo Zhou
Jo Schlemper
Neel Dey
Seyed Sadegh Mohseni Salehi
Kevin Sheth
Chi Liu
James S. Duncan
M. Sofka
OOD
250
25
0
18 Feb 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A
  Comprehensive Survey
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive SurveyIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
S. Dubey
Satish Kumar Singh
ViT
322
72
0
17 Feb 2023
Hierarchical Perception Adversarial Learning Framework for Compressed
  Sensing MRI
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRIIEEE Transactions on Medical Imaging (TMI), 2023
Zhifan Gao
Yifeng Guo
Jiajing Zhang
T. Zeng
Guang Yang
MedIm
266
29
0
27 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A
  Comprehensive Review
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
MedImViT
461
365
0
09 Jan 2023
Content-Based Medical Image Retrieval with Opponent Class Adaptive
  Margin Loss
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin LossInformation Sciences (Inf. Sci.), 2022
Ş. Öztürk
Emin Çelik
Tolga Çukur
MedIm
185
50
0
22 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey
Diffusion Models for Medical Image Analysis: A Comprehensive Survey
Amirhossein Kazerouni
Ehsan Khodapanah Aghdam
Moein Heidari
Reza Azad
Mohsen Fayyaz
Ilker Hacihaliloglu
Dorit Merhof
DiffMMedIm
598
664
0
14 Nov 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging
  Reconstruction
One-shot Generative Prior in Hankel-k-space for Parallel Imaging ReconstructionIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Hong Peng
Chenbo Jiang
Jing Cheng
Minghui Zhang
Shanshan Wang
Dong Liang
Qiegen Liu
DiffMMedIm
372
23
0
15 Aug 2022
K-UNN: k-Space Interpolation With Untrained Neural Network
K-UNN: k-Space Interpolation With Untrained Neural Network
Zhuoxu Cui
Seng Jia
Qingyong Zhu
Congcong Liu
Zhilang Qiu
Yuanyuan Liu
Jing Cheng
Haifeng Wang
Yanjie Zhu
Dong Liang
172
1
0
11 Aug 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram
  Transformers
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram TransformersIEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Idil Aytekin
Onat Dalmaz
Kaan Gonc
H. Ankishan
E. Saritas
Ulas Bagci
H. Celik
Tolga Çukur
211
25
0
19 Jul 2022
Multi-branch Cascaded Swin Transformers with Attention to k-space
  Sampling Pattern for Accelerated MRI Reconstruction
Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction
Mevan Ekanayake
Kamlesh Pawar
Mehrtash Harandi
Gary Egan
Zhaolin Chen
ViTMedIm
197
7
0
18 Jul 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models
Unsupervised Medical Image Translation with Adversarial Diffusion ModelsIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Muzaffer Özbey
Onat Dalmaz
S. Dar
H. Bedel
cSaban Ozturk
Alper Gungor
Tolga cCukur
DiffMMedIm
680
455
0
17 Jul 2022
One Model to Unite Them All: Personalized Federated Learning of
  Multi-Contrast MRI Synthesis
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis
Onat Dalmaz
Muhammad Usama Mirza
Gokberk Elmas
Muzaffer Özbey
S. Dar
Emir Ceyani
Salman Avestimehr
Tolga cCukur
MedIm
434
61
0
13 Jul 2022
Adaptive Diffusion Priors for Accelerated MRI Reconstruction
Adaptive Diffusion Priors for Accelerated MRI Reconstruction
Alper Gungor
S. Dar
cSaban Ozturk
Yilmaz Korkmaz
Gokberk Elmas
Muzaffer Özbey
Tolga cCukur
DiffMMedIm
487
264
0
12 Jul 2022
A Densely Interconnected Network for Deep Learning Accelerated MRI
A Densely Interconnected Network for Deep Learning Accelerated MRIMagnetic Resonance Materials in Physics, Biology and Medicine (MAGMA), 2022
Jon André Ottesen
M. Caan
I. Groote
A. Bjørnerud
334
12
0
05 Jul 2022
Transforming medical imaging with Transformers? A comparative review of
  key properties, current progresses, and future perspectives
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li
Junyu Chen
Yucheng Tang
Ce Wang
Bennett A. Landman
S. K. Zhou
ViTOODMedIm
541
182
0
02 Jun 2022
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNetIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Nan Wang
Shaohui Lin
Xiaoxiao Li
Ke Li
Chunjiang Ge
Yue Gao
Lizhuang Ma
ViTMedIm
288
36
0
02 Jun 2022
BolT: Fused Window Transformers for fMRI Time Series Analysis
BolT: Fused Window Transformers for fMRI Time Series Analysis
H. Bedel
Irmak Sivgin
Onat Dalmaz
S. Dar
Tolga Çukur
468
104
0
23 May 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer
  for Missing Data Imputation
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data ImputationIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Jiang Liu
Srivathsa Pasumarthi
B. Duffy
Enhao Gong
Keshav Datta
Greg Zaharchuk
ViTMedIm
436
96
0
28 Apr 2022
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and
  Methodologies from CNN, GAN to Attention and Transformers
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers
Jiahao Huang
D. C. Marshall
Yang Nan
Huanjun Wu
Yinzhe Wu
...
Zidong Wang
Pietro Lio
Daniel Rueckert
Yonina C. Eldar
Guang Yang
OODMedIm
190
7
0
01 Apr 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for
  accelerated MRI reconstruction
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstructionNeural Information Processing Systems (NeurIPS), 2022
Zalan Fabian
Berk Tinaz
Mahdi Soltanolkotabi
291
67
0
15 Mar 2022
12
Next
Page 1 of 2