Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1909.09716
Cited By
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
20 September 2019
Chunwei Ma
Zhanghexuan Ji
Mingchen Gao
Re-assign community
ArXiv (abs)
PDF
HTML
Github (8★)
Papers citing
"Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data"
26 / 26 papers shown
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
334
3
0
05 Mar 2024
S
3
^3
3
-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Kangxian Xie
Siyu Huang
Sebastian Cajas Ordone
Hanspeter Pfister
D. Wei
MedIm
135
0
0
25 Oct 2023
Data efficient deep learning for medical image analysis: A survey
Suruchi Kumari
Pravendra Singh
289
21
0
10 Oct 2023
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization
Knowledge-Based Systems (KBS), 2023
Ke Wang
Zanting Ye
Xiang Xie
Haidong Cui
Tao Chen
Banteng Liu
294
16
0
06 Sep 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
Deep Learning for Breast MRI Style Transfer with Limited Training Data
Journal of digital imaging (JDI), 2022
Shixing Cao
Nicholas Konz
James Duncan
Maciej A. Mazurowski
MedIm
252
15
0
05 Jan 2023
Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging
Ivan Zakazov
V. Shaposhnikov
Iaroslav Bespalov
Dmitry V. Dylov
OOD
190
9
0
31 Jul 2022
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning
Chunwei Ma
Zhanghexuan Ji
Ziyun Huang
Yan Shen
Mingchen Gao
Jinhui Xu
275
2
0
28 Jul 2022
Mimetic Models: Ethical Implications of AI that Acts Like You
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Reid McIlroy-Young
Jon M. Kleinberg
S. Sen
Solon Barocas
Ashton Anderson
218
24
0
19 Jul 2022
SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities
International Conference on Medical Imaging with Deep Learning (MIDL), 2022
Reza Azad
Nika Khosravi
Dorit Merhof
166
81
0
06 Apr 2022
MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
Weinan Song
Gaurav Fotedar
Nima Tajbakhsh
Ziheng Zhou
Lei He
Xiaowei Ding
189
1
0
12 Mar 2022
Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach
Chunwei Ma
Ziyun Huang
Mingchen Gao
Jinhui Xu
195
5
0
05 Feb 2022
Domain generalization in deep learning for contrast-enhanced imaging
Carla Sendra-Balcells
Víctor M. Campello
Carlos Martín-Isla
D. Viladés
M. Descalzo
A. Guala
J. R. Palomares
Karim Lekadir
OOD
234
16
0
14 Oct 2021
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks
Juan Miguel Valverde
Artem Shatillo
Riccardo De Feo
Jussi Tohka
MedIm
226
6
0
04 Aug 2021
Style Curriculum Learning for Robust Medical Image Segmentation
Zhendong Liu
Van Manh
Xin Yang
Xiaoqiong Huang
Karim Lekadir
Víctor M. Campello
Nishant Ravikumar
Alejandro F Frangi
Dong Ni
OOD
95
21
0
01 Aug 2021
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions
Qian Yu
Lei Qi
Luping Zhou
Lei Wang
Yilong Yin
Yinghuan Shi
Wuzhang Wang
Yang Gao
106
2
0
24 Jul 2021
Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization
Chunwei Ma
Ziyun Huang
Jiayi Xian
Mingchen Gao
Jinhui Xu
UQCV
191
16
0
25 Jun 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
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
Hongxiao Wang
Hao Zheng
Jianxu Chen
Lin Yang
Yizhe Zhang
Benlin Liu
MedIm
186
5
0
17 Dec 2020
Test-time Unsupervised Domain Adaptation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Thomas Varsavsky
Mauricio Orbes-Arteaga
Carole H. Sudre
M. Graham
P. Nachev
M. Jorge Cardoso
OOD
199
64
0
05 Oct 2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Xiaoqiong Huang
Zejian Chen
Xin Yang
Zhendong Liu
Yuxin Zou
Mingyuan Luo
Wufeng Xue
Dong Ni
137
13
0
24 Sep 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
S. Amirrajab
Samaneh Abbasi-Sureshjani
Yasmina Alkhalil
C. Lorenz
J. Weese
J. Pluim
M. Breeuwer
MedIm
276
28
0
27 Jul 2020
Self domain adapted network
Yufan He
A. Carass
Lianrui Zuo
Blake E. Dewey
Jerry L. Prince
OOD
151
32
0
07 Jul 2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model
International Conference on Medical Imaging with Deep Learning (MIDL), 2020
Samaneh Abbasi-Sureshjani
S. Amirrajab
C. Lorenz
J. Weese
J. Pluim
M. Breeuwer
MedIm
238
24
0
17 Feb 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
138
31
0
14 Feb 2020
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
1
Page 1 of 1
