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3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes
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3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes

Ken C. L. Wong
Mehdi Moradi
Hui Tang
Tanveer Syeda-Mahmood
ArXiv (abs)PDFHTML

Papers citing "3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes"

8 / 8 papers shown
Title
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation
Huiyu Li
Xiabi Liu
Said Boumaraf
Xiaopeng Gong
Donghai Liao
Xiaohong Ma
3DVMedIm
122
9
0
17 Jan 2025
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
Doyoung Park
Jinsoo Kim
Qi Chang
S. Leng
Liang Zhong
L. Baskaran
95
1
0
11 Sep 2024
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations
Carole H Sudre
Wenqi Li
Tom Vercauteren
Sébastien Ourselin
M. Jorge Cardoso
SSeg
133
2,150
0
11 Jul 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
Abhijit Guha Roy
Sailesh Conjeti
Debdoot Sheet
A. Katouzian
Nassir Navab
Christian Wachinger
63
97
0
02 May 2017
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Özgün Çiçek
Ahmed Abdulkadir
S. Lienkamp
Thomas Brox
Olaf Ronneberger
3DV3DPCSSeg3DH
155
6,551
0
21 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
Fausto Milletari
Nassir Navab
Seyed-Ahmad Ahmadi
238
8,716
0
15 Jun 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg3DV
1.9K
77,378
0
18 May 2015
Deeply-Supervised Nets
Deeply-Supervised Nets
Chen-Yu Lee
Saining Xie
Patrick W. Gallagher
Zhengyou Zhang
Zhuowen Tu
350
2,243
0
18 Sep 2014

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