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1908.05099
Cited By
Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation
14 August 2019
Fernando Navarro
Antonio Terpin
Ivan Ezhov
Johannes C. Paetzold
A. Gafita
J. Peeken
Stephanie E. Combs
Bjoern Menze
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Papers citing
"Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation"
18 / 18 papers shown
CF-Seg: Counterfactuals meet Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Raghav Mehta
Fabio De Sousa Ribeiro
Tian Xia
Mélanie Roschewitz
Ainkaran Santhirasekaram
Dominic C. Marshall
Ben Glocker
225
5
0
19 Jun 2025
Anatomy-guided Pathology Segmentation
A. Jaus
C. Seibold
Simon Reiß
Lukas Heine
Anton Schily
Moon Kim
F. Bahnsen
Ken Herrmann
Rainer Stiefelhagen
Jens Kleesiek
MedIm
198
9
0
08 Jul 2024
UniverSeg: Universal Medical Image Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
V. Butoi
Jose Javier Gonzalez Ortiz
Tianyu Ma
M. Sabuncu
John Guttag
Adrian Dalca
423
158
0
12 Apr 2023
Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation
Minghui Zhang
Guangyao Yang
Yun Gu
297
5
0
17 Sep 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation
Rushi Jiao
Yichi Zhang
Leiting Ding
Rong Cai
Jicong Zhang
434
279
0
28 Jul 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers
Machine Learning for Biomedical Imaging (MLBI), 2022
Bastian Wittmann
Fernando Navarro
Antonio Terpin
Bjoern Menze
ViT
MedIm
325
10
0
21 Jul 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI
Sofie Tilborghs
J. Bogaert
F. Maes
234
9
0
02 Mar 2022
A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Fernando Navarro
Guido Sasahara
Antonio Terpin
Ivan Ezhov
J. Peeken
Stephanie E. Combs
Bjoern Menze
160
5
0
01 Mar 2022
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation
Yichi Zhang
Rushi Jiao
Qingcheng Liao
Dongyang Li
Jicong Zhang
237
97
0
05 Dec 2021
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation
Minghui Zhang
Xin Yu
Hanxiao Zhang
Hao Zheng
Weihao Yu
Hong Pan
Xiang-Ran Cai
Yun Gu
3DPC
192
22
0
07 Sep 2021
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions
Sanguk Park
Minyoung Chung
112
17
0
27 May 2021
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Heng Fang
Xi Yang
Taichi Kin
Takeo Igarashi
3DV
173
2
0
09 Apr 2021
Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2021
Yichi Zhang
Jicong Zhang
SSL
296
50
0
08 Mar 2021
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset
Scientific Data (Sci. Data), 2020
K. Payette
Priscille de Dumast
Hamza Kebiri
Ivan Ezhov
Johannes C. Paetzold
...
G. Natalucci
T. Karayannis
Bjoern Menze
Meritxell Bach Cuadra
Andras Jakab
345
141
0
29 Oct 2020
Cranial Implant Prediction using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement
Amirhossein Bayat
Antonio Terpin
A. Kilian
Jurgen T. Liechtenstein
Jan S. Kirschke
Bjoern Menze
328
10
0
22 Sep 2020
A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
S. Gerl
Johannes C. Paetzold
Hailong He
Ivan Ezhov
Antonio Terpin
Florian Kofler
Amirhossein Bayat
Giles Tetteh
V. Ntziachristos
Bjoern Menze
134
16
0
10 Jul 2020
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Antonio Terpin
Johannes C. Paetzold
Anjany Sekuboyina
Ivan Ezhov
Alexander Unger
A. Zhylka
J. Pluim
Ulrich Bauer
Bjoern Menze
985
448
0
16 Mar 2020
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps
AAAI Conference on Artificial Intelligence (AAAI), 2019
Yuan Xue
Hui Tang
Zhi Qiao
G. Gong
Yong Yin
Zhen Qian
Chao Huang
Wei Fan
Xiaolei Huang
MedIm
225
137
0
09 Dec 2019
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