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2011.07592
Cited By
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI
15 November 2020
Peter M. Full
Hyunjin Park
Paul F. Jäger
Klaus Maier-Hein
OOD
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Papers citing
"Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI"
23 / 23 papers shown
Cardiac Digital Twins at Scale from MRI: Open Tools and Representative Models from ~55000 UK Biobank Participants
PLoS ONE (PLoS ONE), 2025
Devran Ugurlu
Shuang Qian
Elliot Fairweather
C. Mauger
B. Ruijsink
...
Reza Razavi
Alistair Young
Pablo Lamata
Steven A Niederer
Martin Bishop
282
8
0
27 May 2025
SFB-net for cardiac segmentation: Bridging the semantic gap with attention
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Nicolas Portal
Nadjia Kachenoura
Thomas Dietenbeck
Catherine Achard
235
1
0
24 Oct 2024
DB-SAM: Delving into High Quality Universal Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Chao Qin
Jiale Cao
Huazhu Fu
Fahad Shahbaz Khan
Rao Muhammad Anwer
MedIm
245
10
0
05 Oct 2024
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
Malitha Gunawardhana
Fangqiang Xu
Jichao Zhao
313
4
0
26 Jul 2024
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation
M. Zenk
David Zimmerer
Hyunjin Park
Jeremias Traub
T. Norajitra
Paul F. Jäger
Klaus H. Maier-Hein
369
14
0
05 Jun 2024
Look Ma, no code: fine tuning nnU-Net for the AutoPET II challenge by only adjusting its JSON plans
Hyunjin Park
Klaus H. Maier-Hein
195
3
0
24 Sep 2023
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation
IEEE Transactions on Medical Imaging (TMI), 2023
Zeju Li
Konstantinos Kamnitsas
Qi Dou
C. Qin
Ben Glocker
271
7
0
30 May 2023
A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy
Xiyao Jin
Yao Hao
J. Hilliard
Zhehao Zhang
M. Thomas
Hua Li
Abhinav K. Jha
Geoffrey D. Hugo
OOD
349
0
0
19 May 2023
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review
M. Jafari
A. Shoeibi
Marjane Khodatars
Navid Ghassemi
Parisa Moridian
...
Yu-Dong Zhang
Shui-Hua Wang
Juan M Gorriz
Hamid Alinejad-Rokny
U. Acharya
258
0
0
26 Oct 2022
Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs
S. Amirrajab
C. Lorenz
J. Weese
J. Pluim
M. Breeuwer
MedIm
208
8
0
09 Sep 2022
Extending nnU-Net is all you need
Bildverarbeitung für die Medizin (BVM), 2022
Hyunjin Park
Constantin Ulrich
Tassilo Wald
Klaus H. Maier-Hein
SSeg
275
40
0
23 Aug 2022
SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness
European Conference on Computer Vision (ECCV), 2022
Jindong Gu
Hengshuang Zhao
Volker Tresp
Juil Sock
AAML
313
92
0
25 Jul 2022
Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool
International Workshop on Symbolic-Numeric methods for Reasoning about CPS and IoT (MRACI), 2022
Neelanjana Pal
Taylor T. Johnson
118
1
0
14 Jul 2022
Online Reflective Learning for Robust Medical Image Segmentation
International 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
238
9
0
01 Jul 2022
An AI tool for automated analysis of large-scale unstructured clinical cine CMR databases
J. Mariscal-Harana
C. Asher
V. Vergani
Maleeha Rizvi
L. Keehn
...
S. Petersen
Reza Razavi
Andrew King
Barts Health Nhs Trust
The Netherlands.
164
0
0
15 Jun 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI
Sofie Tilborghs
J. Bogaert
F. Maes
228
9
0
02 Mar 2022
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation
C. Galazis
Huiyi Wu
Zhuoyu Li
Camille F Petri
Anil A. Bharath
Marta Varela
MedIm
161
9
0
01 Mar 2022
Automatic Segmentation of Left Ventricle in Cardiac Magnetic Resonance Images
Garvit Chhabra
J. Gagan
J. Kumar
246
2
0
30 Jan 2022
Multi-view SA-LA Net: A framework for simultaneous segmentation of RV on multi-view cardiac MR Images
Sana Jabbar
Syed Talha Bukhari
Hassan Mohy-ud-Din
240
7
0
01 Oct 2021
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images
Devran Ugurlu
Esther Puyol-Antón
B. Ruijsink
Alistair Young
Ines P. Machado
Kerstin Hammernik
A. King
Julia A. Schnabel
OOD
77
5
0
22 Sep 2021
The Federated Tumor Segmentation (FeTS) Challenge
Sarthak Pati
Ujjwal Baid
M. Zenk
Brandon Edwards
Micah J. Sheller
...
Lena Maier-Hein
Jens Kleesiek
Bjoern Menze
Klaus Maier-Hein
Spyridon Bakas
FedML
OOD
234
94
0
12 May 2021
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation
Vien Ngoc Dang
Francesco Galati
Rosa Cortese
G. Giacomo
Viola Marconeto
Pratek Mathur
Karim Lekadir
Marco Lorenzi
F. Prados
Maria A. Zuluaga
MedIm
224
45
0
22 Jan 2021
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?
Jun Ma
284
26
0
01 Jan 2021
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