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Histogram Matching Augmentation for Domain Adaptation with Application
  to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation

Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation

27 December 2020
Jun Ma
ArXiv (abs)PDFHTMLGithub (25★)

Papers citing "Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation"

12 / 12 papers shown
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Franz Thaler
M. Urschler
Mateusz Kozinski
M. Gsell
Gernot Plank
Darko Štern
OODMedIm
340
0
0
01 Dec 2025
SFB-net for cardiac segmentation: Bridging the semantic gap with
  attention
SFB-net for cardiac segmentation: Bridging the semantic gap with attentionIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Nicolas Portal
Nadjia Kachenoura
Thomas Dietenbeck
Catherine Achard
232
1
0
24 Oct 2024
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
Malitha Gunawardhana
Fangqiang Xu
Jichao Zhao
311
4
0
26 Jul 2024
Domain Generalization for Medical Image Analysis: A Survey
Domain Generalization for Medical Image Analysis: A SurveyProceedings of the IEEE (Proc. IEEE), 2023
Jee Seok Yoon
Kwanseok Oh
Yooseung Shin
Maciej A Mazurowski
Heung-Il Suk
LM&MAOOD
478
4
0
05 Oct 2023
Joint Optimization of Class-Specific Training- and Test-Time Data
  Augmentation in Segmentation
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationIEEE Transactions on Medical Imaging (TMI), 2023
Zeju Li
Konstantinos Kamnitsas
Qi Dou
C. Qin
Ben Glocker
267
7
0
30 May 2023
Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac
  MRI using Histogram Matching
Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI using Histogram MatchingSignal Processing and Communications Applications Conference (SPCA), 2021
Mahyar Bolhassani
Ilkay Oksuz
148
14
0
22 Feb 2023
Unsupervised Domain Adaptation with Histogram-gated Image Translation
  for Delayered IC Image Analysis
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis
Yee-Yang Tee
Deruo Cheng
Chye-Soon Chee
Tong Lin
Yiqiong Shi
B. Gwee
78
8
0
27 Sep 2022
A Pathologist-Informed Workflow for Classification of Prostate Glands in
  Histopathology
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology
Alessandro Ferrero
Beatrice Knudsen
Deepika Sirohi
Ross T. Whitaker
235
0
0
27 Sep 2022
Online Reflective Learning for Robust Medical Image Segmentation
Online Reflective Learning for Robust Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Yuhao Huang
Xin Yang
Xiaoqiong Huang
Jiamin Liang
Xinrui Zhou
Cheng Chen
Haoran Dou
Xindi Hu
Yan Cao
Dong Ni
OOD
233
9
0
01 Jul 2022
Automatic Segmentation of Left Ventricle in Cardiac Magnetic Resonance
  Images
Automatic Segmentation of Left Ventricle in Cardiac Magnetic Resonance Images
Garvit Chhabra
J. Gagan
J. Kumar
242
2
0
30 Jan 2022
AtrialGeneral: Domain Generalization for Left Atrial Segmentation of
  Multi-Center LGE MRIs
AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs
Lei Li
V. Zimmer
Julia A. Schnabel
Xiahai Zhuang
238
29
0
16 Jun 2021
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy
  Families All Alike?
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?
Jun Ma
272
26
0
01 Jan 2021
1
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