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1807.03434
Cited By
Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio
10 July 2018
Nanqing Dong
Michael C. Kampffmeyer
Xiaodan Liang
Zeya Wang
Wei-Ming Dai
Eric Xing
OOD
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Papers citing
"Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio"
42 / 42 papers shown
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification
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Yang Yuxiang
Zu Chen
Zhang Jianjia
Wu Xi
Zhou Jiliu
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295
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Xinyan Wang
Tianyu Shi
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Beomsu Kim
Seungjun Baek
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166
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14 Aug 2023
DACov: A Deeper Analysis of Data Augmentation on the Computed Tomography Segmentation Problem
Bruno A. Krinski
Daniel V. Ruiz
Rayson Laroca
E. Todt
3DPC
177
2
0
10 Mar 2023
Explainable Semantic Medical Image Segmentation with Style
Weiqun Dai
Siyu Liu
Craig B. Engstrom
Shekhar S. Chandra
MedIm
187
0
0
10 Mar 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation
Physics in Medicine and Biology (PMB), 2023
Shiman Li
Haoran Wang
Yucong Meng
Chenxi Zhang
Zhijian Song
285
12
0
07 Feb 2023
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2022
Liansheng Wang
Jiacheng Wang
Lei Zhu
Huazhu Fu
Ping Li
Gary Cheng
Zhipeng Feng
Shuo Li
Pheng-Ann Heng
132
28
0
10 Nov 2022
Optimizing Vision Transformers for Medical Image Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Qianying Liu
Chaitanya Kaul
Jun Wang
Christos Anagnostopoulos
Roderick Murray-Smith
Fani Deligianni
ViT
MedIm
252
38
0
14 Oct 2022
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Yash Sharma
Sana Syed
Donald E. Brown
206
13
0
29 Jun 2022
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity
Nanqing Dong
Jiayi Wang
Irina Voiculescu
158
10
0
19 Apr 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training
Zihang Liu
Chunhui Zhao
189
4
0
12 Feb 2022
Federated Contrastive Learning for Decentralized Unlabeled Medical Images
Nanqing Dong
Irina Voiculescu
FedML
160
73
0
15 Sep 2021
EndoUDA: A modality independent segmentation approach for endoscopy imaging
Numan Celik
Sharib Ali
Soumya Gupta
B. Braden
J. Rittscher
97
13
0
12 Jul 2021
Few-Shot Domain Adaptation with Polymorphic Transformers
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Shaohua Li
Xiuchao Sui
Jie Fu
Huazhu Fu
Xiangde Luo
Yangqin Feng
Xinxing Xu
Yong Liu
Daniel Ting
Rick Siow Mong Goh
ViT
MedIm
148
23
0
10 Jul 2021
An Empirical Framework for Domain Generalization in Clinical Settings
ACM Conference on Health, Inference, and Learning (CHIL), 2021
Haoran Zhang
Natalie Dullerud
Laleh Seyyed-Kalantari
Q. Morris
Shalmali Joshi
Marzyeh Ghassemi
OOD
AI4CE
285
66
0
20 Mar 2021
Deep Learning for Chest X-ray Analysis: A Survey
Ecem Sogancioglu
E. Çallı
Bram van Ginneken
K. G. V. Leeuwen
K. Murphy
LM&MA
251
405
0
15 Mar 2021
Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation
Numan Celik
Soumya Gupta
Sharib Ali
J. Rittscher
153
1
0
09 Dec 2020
Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data
Applied Soft Computing (ASC), 2020
Nanqing Dong
Michael C. Kampffmeyer
Xiaodan Liang
Min Xu
Irina Voiculescu
Eric Xing
185
20
0
28 Nov 2020
Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation
Chenyu You
Junlin Yang
Julius Chapiro
James S. Duncan
OOD
MedIm
157
79
0
06 Sep 2020
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment
Qingjie Meng
Daniel Rueckert
Bernhard Kainz
OOD
163
15
0
19 Aug 2020
Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Dalu Yang
Yehui Yang
Tiantian Huang
Binghong Wu
Lei Wang
Yanwu Xu
MedIm
117
11
0
31 Jul 2020
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation
IEEE Transactions on Medical Imaging (TMI), 2020
Jue Jiang
Yu-chi Hu
N. Tyagi
A. Rimner
N. Lee
Joseph O. Deasy
S. Berry
Harini Veeraraghavan
OOD
MedIm
192
46
0
18 Jul 2020
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
Yingda Xia
Ke Wang
Zhiding Yu
Fengze Liu
Jinzheng Cai
Lequan Yu
Zhuotun Zhu
Daguang Xu
Alan Yuille
H. Roth
OOD
196
248
0
28 Jun 2020
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model
Quande Liu
Lequan Yu
Luyang Luo
Qi Dou
Pheng Ann Heng
296
268
0
15 May 2020
Progressive Adversarial Semantic Segmentation
A. Imran
Demetri Terzopoulos
MedIm
129
7
0
08 May 2020
Extreme Consistency: Overcoming Annotation Scarcity and Domain Shifts
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Gaurav Fotedar
Nima Tajbakhsh
Shilpa P. Ananth
Xiaowei Ding
164
18
0
15 Apr 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation
IEEE Transactions on Medical Imaging (TMI), 2020
Cheng Chen
Qi Dou
Hao Chen
J. Qin
Pheng Ann Heng
270
362
0
06 Feb 2020
Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network
Jiexiang Wang
Hongyu Huang
Chaoqi Chen
Wenao Ma
Yue Huang
Xinghao Ding
OOD
196
23
0
28 Oct 2019
ErrorNet: Learning error representations from limited data to improve vascular segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2019
Nima Tajbakhsh
B. Lai
Shilpa P. Ananth
Xiaowei Ding
MedIm
361
19
0
10 Oct 2019
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Chunwei Ma
Zhanghexuan Ji
Mingchen Gao
98
51
0
20 Sep 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
426
892
0
27 Aug 2019
Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images
Jiexiang Wang
Cheng Bian
Meng Li
Xin Yang
Kai Ma
Wenao Ma
Jin Yuan
Xinghao Ding
Yefeng Zheng
110
3
0
22 Aug 2019
Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio
Advanced Concepts for Intelligent Vision Systems Conference (ACIVS), 2019
R. Solovyev
Iaroslav Melekhov
Timo Lesonen
Elias Vaattovaara
O. Tervonen
A. Tiulpin
MedIm
123
17
0
08 Aug 2019
A Survey on Deep Learning of Small Sample in Biomedical Image Analysis
Pengyi Zhang
Yunxin Zhong
Yulin Deng
Xiaoying Tang
Xiaoqiong Li
196
34
0
01 Aug 2019
Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Lequan Yu
Shujun Wang
Xuelong Li
Chi-Wing Fu
Pheng-Ann Heng
UQCV
221
1,081
0
16 Jul 2019
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
O. Cheng
Konstantinos Kamnitsas
C. Biffi
Yanfu Zhang
Daniel Rueckert
OOD
219
106
0
05 Jul 2019
Adversarial Domain Adaptation Being Aware of Class Relationships
European Conference on Artificial Intelligence (ECAI), 2019
Zeya Wang
Baoyu Jing
Yang Ni
Nanqing Dong
P. Xie
Eric Xing
152
21
0
28 May 2019
Curriculum semi-supervised segmentation
H. Kervadec
Jose Dolz
Eric Granger
Ismail Ben Ayed
186
88
0
10 Apr 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Xuelong Li
Lequan Yu
Hao Chen
Chi-Wing Fu
Lei Xing
Pheng-Ann Heng
MedIm
264
458
0
28 Feb 2019
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training
Yingda Xia
Fengze Liu
Ke Wang
Jinzheng Cai
Lequan Yu
Zhuotun Zhu
Daguang Xu
Alan Yuille
H. Roth
397
146
0
29 Nov 2018
Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps
International Workshop on Machine Learning for Signal Processing (MLSP), 2018
Kristoffer Wickstrøm
Michael C. Kampffmeyer
Robert Jenssen
UQCV
159
77
0
16 Jul 2018
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.1K
5,075
0
17 Feb 2017
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