Offset Curves Loss for Imbalanced Problem in Medical Segmentation

Offset Curves Loss for Imbalanced Problem in Medical Segmentation

4 December 2020

Ngan Le

T. Hoang Ngan Le

Marios Savvides

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Papers citing "Offset Curves Loss for Imbalanced Problem in Medical Segmentation"

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Title
Deep Reinforcement Learning for Imbalanced Classification Enlu Lin Qiong Chen Xiaoming Qi OffRL 28 178 0 05 Jan 2019
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Eric Granger Jose Dolz Ismail Ben Ayed 49 481 0 17 Dec 2018
Class Rectification Hard Mining for Imbalanced Deep Learning Qi Dong S. Gong Xiatian Zhu 59 200 0 08 Dec 2017
The Reversible Residual Network: Backpropagation Without Storing Activations Aidan Gomez Mengye Ren R. Urtasun Roger C. Grosse 74 551 0 14 Jul 2017
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 124 2,149 0 11 Jul 2017
Deep Over-sampling Framework for Classifying Imbalanced Data S. Ando Chun-Yuan Huang 52 181 0 25 Apr 2017
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 155 6,549 0 21 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 229 8,706 0 15 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,886 0 20 May 2016
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 74 884 0 14 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015