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Progressively Volumetrized Deep Generative Models for Data-Efficient
  Contextual Learning of MR Image Recovery

Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery

27 November 2020
Mahmut Yurt
Muzaffer Özbey
S. Dar
Berk Tınaz
K. Oguz
Tolga Çukur
    MedIm
ArXivPDFHTML

Papers citing "Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery"

8 / 8 papers shown
Title
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models
Jens Hooge
Gerard Sanroma-Guell
Faidra Stavropoulou
Alexander Ullmann
Gesine Knobloch
Mark Klemens
Carola Schmidt
Sabine Weckbach
Andreas Bolz
DiffM
MedIm
97
0
0
25 Apr 2025
Multimodal and multicontrast image fusion via deep generative models
Multimodal and multicontrast image fusion via deep generative models
Giovanna Maria Dimitri
Simeon E. Spasov
A. Duggento
L. Passamonti
Pietro Lio'
N. Toschi
MedIm
11
27
0
28 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 Deblurring
Zhihao Chen
Chuang Niu
Qi Gao
Ge Wang
Hongming Shan
MedIm
ViT
3DV
33
20
0
21 Feb 2023
ResViT: Residual vision transformers for multi-modal medical image
  synthesis
ResViT: Residual vision transformers for multi-modal medical image synthesis
Onat Dalmaz
Mahmut Yurt
Tolga Çukur
ViT
MedIm
32
338
0
30 Jun 2021
GRAPPA-GANs for Parallel MRI Reconstruction
GRAPPA-GANs for Parallel MRI Reconstruction
Nader Tavaf
A. Torfi
K. Uğurbil
P. Moortele
64
14
0
05 Jan 2021
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without
  Matched Training Data
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
Hyungjin Chung
Eunju Cha
Leonard Sunwoo
J. C. Ye
MedIm
23
26
0
04 Aug 2020
Deep Learning with Domain Adaptation for Accelerated
  Projection-Reconstruction MR
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR
Yoseob Han
J. Yoo
J. C. Ye
MedIm
OOD
100
231
0
03 Mar 2017
A Survey on Deep Learning in Medical Image Analysis
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
283
10,613
0
19 Feb 2017
1