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1712.07695
Cited By
Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth
IEEE International Symposium on Biomedical Imaging (ISBI), 2017
20 December 2017
Yuankai Huo
Zhoubing Xu
Shunxing Bao
A. Assad
R. Abramson
Bennett A. Landman
GAN
MedIm
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Papers citing
"Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth"
50 / 55 papers shown
Cross Modality Medical Image Synthesis for Improving Liver Segmentation
Muhammad Rafiq
Hazrat Ali
Ghulam Mujtaba
Zubair Shah
Shoaib Azmat
GAN
MedIm
215
2
0
02 Mar 2025
Training a Computer Vision Model for Commercial Bakeries with Primarily Synthetic Images
Jahrestagung der Gesellschaft für Informatik (GI Jahrestagung), 2024
Thomas H. Schmitt
Maximilian Bundscherer
Tobias Bocklet
129
0
0
30 Sep 2024
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
561
45
0
22 May 2024
ResNCT: A Deep Learning Model for the Synthesis of Nephrographic Phase Images in CT Urography
Syed Jamal Safdar Gardezi
Lucas Aronson
Peter Wawrzyn
Hongkun Yu
E. J. Abel
...
Joshua Warner
G. Toia
Lu Mao
Pallavi Tiwari
Andrew L. Wentland
MedIm
220
1
0
07 May 2024
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning
Zhaoxin Fan
Runmin Jiang
Junhao Wu
Xin Huang
Tianyang Wang
Heng Huang
Min Xu
Min Xu
285
3
0
05 Mar 2024
Medical Image Segmentation with Domain Adaptation: A Survey
Yuemeng Li
Yong-Xian Fan
OOD
300
3
0
03 Nov 2023
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation
Ziyuan Zhao
Kaixin Xu
Huai Zhe Yeo
Xulei Yang
Cuntai Guan
227
7
0
28 Mar 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)
U. Nazir
W. Islam
M. Taj
245
3
0
25 Mar 2023
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model
K. Mantha
Ramanakumar Sankar
Yu-Bang Zheng
Lucy Fortson
T. Pengo
...
L. Trouille
Jarrett E. K. Byrnes
I. Rosenthal
H. Houskeeper
K. Cavanaugh
164
3
0
08 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images
Serban Stan
Mohammad Rostami
OOD
271
24
0
02 Nov 2022
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation
Xinrong Hu
Corey Wang
Yiyu Shi
MedIm
264
2
0
27 Jul 2022
Generative Adversarial Networks and Other Generative Models
Markus T. Wenzel
GAN
174
16
0
08 Jul 2022
CS
2
^2
2
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Xiaodan Xing
Jiahao Huang
Yang Nan
Yinzhe Wu
Chengjia Wang
Zhifan Gao
Simon Walsh
Guang Yang
DiffM
MedIm
166
7
0
20 Jun 2022
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection
Vidit Gautam
GAN
MedIm
89
1
0
21 May 2022
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN
Leander Lauenburg
Zudi Lin
Ruihan Zhang
Márcia dos Santos
Siyu Huang
Ignacio Arganda-Carreras
E. Boyden
Hanspeter Pfister
D. Wei
GAN
MedIm
137
5
0
06 Apr 2022
Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation
Healthcare technology letters (HTL), 2019
M. Oda
Kiyohito Tanaka
H. Takabatake
M. Mori
H. Natori
K. Mori
MedIm
121
19
0
13 Jan 2022
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble
Hao Li
Dewei Hu
Qibang Zhu
Kathleen E. Larson
Huahong Zhang
I. Oguz
OOD
245
7
0
24 Sep 2021
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging
Shunxing Bao
Yucheng Tang
Ho Hin Lee
Riqiang Gao
S. Chiron
...
Lori A. Coburn
K. Wilson
Joseph T. Roland
Bennett A. Landman
Yuankai Huo
202
6
0
18 Sep 2021
Source-Free Domain Adaptation for Image Segmentation
M. Bateson
H. Kervadec
Jose Dolz
H. Lombaert
Ismail Ben Ayed
OOD
MedIm
375
89
0
06 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images
Adrià Casamitjana
M. Mancini
Juan Eugenio Iglesias
MedIm
172
17
0
30 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Onat Dalmaz
Mahmut Yurt
Tolga Çukur
ViT
MedIm
315
458
0
30 Jun 2021
CNNs and GANs in MRI-based cross-modality medical image estimation
Azin Shokraei Fard
David Reutens
Viktor Vegh
GAN
MedIm
157
6
0
04 Jun 2021
STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains
Fabian Gröger
Anne-Marie Rickmann
Christian Wachinger
166
4
0
23 Apr 2021
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration
Bo Zhou
Z. Augenfeld
Julius Chapiro
S. Kevin Zhou
Chi Liu
James S. Duncan
157
55
0
14 Apr 2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Mengwei Ren
Neel Dey
J. Fishbaugh
Guido Gerig
MedIm
315
41
0
11 Feb 2021
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Zhendong Liu
Xiaoqiong Huang
Xin Yang
Rui Gao
Rui Li
...
Yankai Huang
Guangquan Zhou
Yi Xiong
Alejandro F Frangi
Dong Ni
OOD
123
14
0
11 Jan 2021
Domain Adaptation for the Segmentation of Confidential Medical Images
British Machine Vision Conference (BMVC), 2021
Serban Stan
Mohammad Rostami
OOD
259
15
0
02 Jan 2021
Semi-Supervised Learning of Mutually Accelerated MRI Synthesis without Fully-Sampled Ground Truths
Mahmut Yurt
S. Dar
Muzaffer Özbey
Berk Tınaz
Kader Karli Ouguz
Tolga cCukur
MedIm
332
8
0
29 Nov 2020
GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects
Quan Liu
Isabella M. Gaeta
Bryan A. Millis
M. Tyska
Yuankai Huo
106
8
0
22 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey
IET Image Processing (IIP), 2020
Risheng Wang
Tao Lei
Xiaogang Du
Yong Wan
Hongying Meng
Asoke K. Nandi
SSeg
OOD
458
734
0
28 Sep 2020
Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas
Pengfei Guo
Puyang Wang
R. Yasarla
Jinyuan Zhou
Vishal M. Patel
Shanshan Jiang
MedIm
124
1
0
06 Aug 2020
Multi-Domain Image Completion for Random Missing Input Data
IEEE Transactions on Medical Imaging (TMI), 2020
Liyue Shen
Wentao Zhu
Xiaosong Wang
Lei Xing
John M. Pauly
...
Thomas Sanford
Sherif Mehralivand
Peter L. Choyke
Bradford J. Wood
Daguang Xu
MedIm
148
82
0
10 Jul 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential
M. Tschuchnig
G. Oostingh
M. Gadermayr
MedIm
AI4CE
GAN
205
95
0
30 Apr 2020
Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
Zhendong Liu
Xin Yang
Rui Gao
Shengfeng Liu
Haoran Dou
...
Yankai Huang
H. Luo
Yuanji Zhang
Yi Xiong
Dong Ni
OOD
137
31
0
14 Feb 2020
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns
Hongwei Bran Li
T. Loehr
Anjany Sekuboyina
Jianguo Zhang
Benedikt Wiestler
Bjoern Menze
OOD
132
4
0
25 Jan 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review
Artificial Intelligence Review (AIR), 2019
Saeid Asgari Taghanaki
Kumar Abhishek
Joseph Paul Cohen
Julien Cohen-Adad
Ghassan Hamarneh
SSeg
VLM
488
774
0
16 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation
Nima Tajbakhsh
Laura Jeyaseelan
Cunliang Kong
J. Chiang
Zhihao Wu
Xiaowei Ding
419
880
0
27 Aug 2019
A Survey on Deep Learning of Small Sample in Biomedical Image Analysis
Pengyi Zhang
Yunxin Zhong
Yulin Deng
Xiaoying Tang
Xiaoqiong Li
185
34
0
01 Aug 2019
Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia
U. Nazir
Numan Khurshid
Muhammad Ahmed Bhimra
M. Taj
131
20
0
12 Jul 2019
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Wenguang Yuan
Jia Wei
Jiabing Wang
Qianli Ma
Tolga Tasdizen
MedIm
106
19
0
08 Jul 2019
Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography
IEEE Transactions on Medical Imaging (TMI), 2019
M. Eslami
Solale Tabarestani
Shadi Albarqouni
Ehsan Adeli
Nassir Navab
M. Adjouadi
MedIm
256
88
0
24 Jun 2019
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets
Medical Physics (Lancaster) (MPL), 2019
Jue Jiang
Yu-chi Hu
N. Tyagi
Pengpeng Zhang
A. Rimner
Joseph O. Deasy
Harini Veeraraghavan
193
57
0
31 Jan 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation
Cheng Chen
Qi Dou
Hao Chen
J. Qin
Pheng-Ann Heng
OOD
367
346
0
24 Jan 2019
Evaluating the Impact of Intensity Normalization on MR Image Synthesis
Jacob C. Reinhold
Blake E. Dewey
A. Carass
Jerry L. Prince
MedIm
165
187
0
11 Dec 2018
Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning
Yuankai Huo
J. Terry
Jiachen Wang
V. Nath
Camilo Bermudez
Shunxing Bao
P. Parvathaneni
J. Carr
Bennett A. Landman
3DPC
103
18
0
10 Nov 2018
Generative adversarial networks and adversarial methods in biomedical image analysis
J. Wolterink
Konstantinos Kamnitsas
C. Ledig
Ivana Išgum
MedIm
GAN
143
21
0
24 Oct 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth
Yuankai Huo
Zhoubing Xu
Hyeonsoo Moon
Shunxing Bao
A. Assad
T. Moyo
M. Savona
R. Abramson
Bennett A. Landman
MedIm
259
254
0
15 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review
Xin Yi
Ekta Walia
P. Babyn
GAN
MedIm
484
1,547
0
19 Sep 2018
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Mauricio Orbes-Arteaga
M. Jorge Cardoso
Lauge Sørensen
Marc Modat
Sébastien Ourselin
Mads Nielsen
A. Pai
131
17
0
20 Aug 2018
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
Chengjia Wang
G. Macnaught
G. Papanastasiou
Tom J. MacGillivray
D. Newby
MedIm
GAN
OOD
125
35
0
12 Aug 2018
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