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1609.04375
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A Perspective on Deep Imaging
10 September 2016
Ge Wang
OOD
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Papers citing
"A Perspective on Deep Imaging"
50 / 79 papers shown
Hallucinations in medical devices
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Prabhat Kc
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264
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Low-dose CT Denoising with Language-engaged Dual-space Alignment
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Zhihao Chen
Tao Chen
Chenhui Wang
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Ge Wang
Hongming Shan
265
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Learned reconstruction methods for inverse problems: sample error estimates
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275
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Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence
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Yanhuang Wu
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Jing Li
Jianyun Cai
Yongfu You
D. Guo
X. Qu
318
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18 Oct 2023
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT
Wenjun Xia
Yongyi Shi
Chuang Niu
W. Cong
Ge Wang
DiffM
191
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10 Oct 2023
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT
Wenjun Xia
H. Tseng
Chuang Niu
W. Cong
Xiaohua Zhang
Shaohua Liu
R. Ning
Srinivasan Vedantham
Ge Wang
DiffM
MedIm
226
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22 Mar 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring
IEEE Transactions on Medical Imaging (TMI), 2023
Zhihao Chen
Chuang Niu
Qi Gao
Ge Wang
Hongming Shan
MedIm
ViT
3DV
426
39
0
21 Feb 2023
Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20
×
\times
×
Speedup
Wenjun Xia
Qing Lyu
Ge Wang
DiffM
MedIm
275
7
0
29 Sep 2022
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Huidong Xie
Zhao Liu
Luyao Shi
K. Greco
Xiongchao Chen
...
N. Boutagy
T. Kyriakides
Ge Wang
Albert J Sinusas
Chi Liu
325
12
0
24 Jun 2022
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks
IEEE Access (IEEE Access), 2022
Dominik Muller
Iñaki Soto Rey
Frank Kramer
266
101
0
27 Jan 2022
Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data
IEEE Transactions on Computational Imaging (TCI), 2022
Anish Lahiri
M. Klasky
Jeffrey A. Fessler
S. Ravishankar
230
36
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23 Jan 2022
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT
IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2020
Yi Zhang
Hu Chen
Wenjun Xia
Yang Chen
Baodong Liu
Yan Liu
Huaiqiang Sun
Jiliu Zhou
208
52
0
13 Dec 2020
On hallucinations in tomographic image reconstruction
IEEE Transactions on Medical Imaging (TMI), 2020
Sayantan Bhadra
Varun A. Kelkar
F. Brooks
M. Anastasio
440
145
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01 Dec 2020
Generalized Intersection Algorithms with Fixpoints for Image Decomposition Learning
SIAM Journal of Imaging Sciences (SIIMS), 2020
Robin Richter
D. H. Thai
S. Huckemann
160
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16 Oct 2020
Deep Learning in Ultrasound Elastography Imaging
Hongliang Li
Manish Bhatt
Zhen Qu
Shiming Zhang
Martin C. Hartel
A. Khademhosseini
G. Cloutier
182
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0
14 Oct 2020
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (IEEE TUFFC), 2020
Dimitris Perdios
Manuel Vonlanthen
Florian Martinez
M. Arditi
Jean-Philippe Thiran
236
73
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28 Aug 2020
Wasserstein-based Projections with Applications to Inverse Problems
Howard Heaton
Samy Wu Fung
A. Lin
Stanley Osher
W. Yin
297
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05 Aug 2020
Stabilizing Deep Tomographic Reconstruction
Weiwen Wu
Dianlin Hu
W. Cong
Hongming Shan
Shaoyu Wang
Chuang Niu
Pingkun Yan
Hengyong Yu
V. Vardhanabhuti
Ge Wang
OOD
356
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04 Aug 2020
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction
IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2020
Chuang Niu
W. Cong
Fenglei Fan
Hongming Shan
Mengzhou Li
Jimin Liang
Ge Wang
181
31
0
08 Jul 2020
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
Dominik Muller
Iñaki Soto Rey
Frank Kramer
234
73
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24 Jun 2020
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
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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
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images
Yixing Huang
Alexander Preuhs
M. Manhart
G. Lauritsch
Andreas Maier
MedIm
358
6
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20 May 2020
Sparse aNETT for Solving Inverse Problems with Deep Learning
D. Obmann
Linh V. Nguyen
Johannes Schwab
Markus Haltmeier
165
8
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20 Apr 2020
Applications of Deep Learning for Ill-Posed Inverse Problems Within Optical Tomography
A. Peace
MedIm
97
0
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21 Mar 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
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26 Feb 2020
Quasi-Equivalence of Width and Depth of Neural Networks
Fenglei Fan
Rongjie Lai
Ge Wang
729
13
0
06 Feb 2020
On Interpretability of Artificial Neural Networks: A Survey
IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2020
Fenglei Fan
Jinjun Xiong
Mengzhou Li
Ge Wang
AAML
AI4CE
564
401
0
08 Jan 2020
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
Magnetic Resonance in Medicine (MRM), 2020
Florian Knoll
Tullie Murrell
Anuroop Sriram
N. Yakubova
Jure Zbontar
...
Aaron Defazio
Matthew Muckley
D. Sodickson
C. L. Zitnick
M. Recht
436
236
0
06 Jan 2020
A hierarchical approach to deep learning and its application to tomographic reconstruction
Lin Fu
B. D. Man
119
21
0
16 Dec 2019
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms
S. A. Hosseini
Burhaneddin Yaman
S. Moeller
Mingyi Hong
Mehmet Akçakaya
AI4CE
304
9
0
16 Dec 2019
Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction
Huidong Xie
Hongming Shan
W. Cong
Chi Liu
Xiaohua Zhang
Shaohua Liu
R. Ning
Ge Wang
MedIm
196
2
0
09 Dec 2019
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data
Huidong Xie
Hongming Shan
Ge Wang
MedIm
163
32
0
13 Nov 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
BMC Medical Imaging (BMC Med Imaging), 2019
Dominik Muller
Frank Kramer
212
141
0
21 Oct 2019
Deep Learning Accelerated Light Source Experiments
Dynamic Languages Symposium (DLS), 2019
Zhengchun Liu
Tekin Bicer
R. Kettimuthu
Ian Foster
244
31
0
09 Oct 2019
Deep-learning-based Breast CT for Radiation Dose Reduction
W. Cong
Hongming Shan
Xiaohua Zhang
Shaohua Liu
R. Ning
Ge Wang
MedIm
134
14
0
25 Sep 2019
Simultaneous reconstruction of the initial pressure and sound speed in photoacoustic tomography using a deep-learning approach
Hongming Shan
Christopher Wiedeman
Ge Wang
Yang Yang
155
28
0
23 Jul 2019
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging
Huidong Xie
Hongming Shan
W. Cong
Xiaohua Zhang
Shaohua Liu
R. Ning
Ge Wang
MedIm
3DV
386
22
0
02 Jul 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning
S. Ravishankar
J. C. Ye
Jeffrey A. Fessler
536
280
0
04 Apr 2019
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction
IEEE Transactions on Medical Imaging (TMI), 2019
Peng Bao
Wenjun Xia
Kang Yang
Weiyan Chen
Mianyi Chen
...
Jiliu Zhou
He Zhang
Huaiqiang Sun
Zinan Lin
Yi Zhang
209
122
0
20 Mar 2019
Deep Learning in Medical Image Registration: A Survey
Machine Vision and Applications (MVA), 2019
Grant Haskins
Uwe Krüger
Pingkun Yan
MedIm
532
667
0
05 Mar 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks
Zhengchun Liu
Tekin Bicer
R. Kettimuthu
D. Gursoy
F. Carlo
Ian Foster
MedIm
GAN
383
112
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20 Feb 2019
Quadratic Autoencoder (Q-AE) for Low-dose CT Denoising
Fenglei Fan
Hongming Shan
Mannudeep K. Kalra
Ramandeep Singh
Guhan Qian
M. Getzin
Yueyang Teng
Juergen Hahn
Ge Wang
392
141
0
17 Jan 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation
Fenglei Fan
Mengzhou Li
Yueyang Teng
Ge Wang
310
4
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31 Dec 2018
Low-Dose CT via Deep CNN with Skip Connection and Network in Network
Chenyu You
Linfeng Yang
Yi Zhang
Ge Wang
MedIm
262
62
0
26 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2018
Fenglei Fan
Dayang Wang
Hengtao Guo
Qikui Zhu
Pingkun Yan
Ge Wang
Hengyong Yu
483
26
0
22 Nov 2018
Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography
T. Bubba
Gitta Kutyniok
Matti Lassas
M. März
Wojciech Samek
S. Siltanen
Vignesh Srinivasan
358
141
0
12 Nov 2018
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?
Nature Machine Intelligence (Nat. Mach. Intell.), 2018
Deepak Mishra
Atul Padole
AP Prathosh
Aravind Jayendran
R. Khera
Varun Srivastava
S. Chaudhury
Ge Wang
OOD
3DV
263
370
0
08 Nov 2018
A Gentle Introduction to Deep Learning in Medical Image Processing
Andreas Maier
Christopher Syben
Tobias Lasser
Christian Riess
PINN
209
454
0
12 Oct 2018
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