Generalised Wasserstein Dice Score for Imbalanced Multi-class
Segmentation using Holistic Convolutional Networks

Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks

3 July 2017

Luis C. García-Peraza-Herrera

Sebastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks"

16 / 16 papers shown

Title
AMD-HookNet for Glacier Front Segmentation Fei Wu Nora Gourmelon T. Seehaus Jianlin Zhang M. Braun Andreas Maier Vincent Christlein 24 9 0 06 Feb 2023
Double U-Net for Super-Resolution and Segmentation of Live Cell Images Mayur Bhandary J. P. Reyes Eylül Ertay Aman Panda SupR SSeg 13 3 0 05 Dec 2022
Partial supervision for the FeTA challenge 2021 Lucas Fidon Michael Aertsen Suprosanna Shit P. Demaerel Sébastien Ourselin Jan Deprest Tom Kamiel Magda Vercauteren 31 6 0 03 Nov 2021
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation Michael Yeung L. Rundo Yang Nan Evis Sala Carola-Bibiane Schönlieb Guang Yang UQCV 25 30 0 31 Oct 2021
Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI Lucas Fidon Michael Aertsen Nada Mufti Thomas Deprest Doaa Emam ... Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Kamiel Magda Vercauteren OOD 12 22 0 09 Aug 2021
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation Lucas Fidon Michael Aertsen Doaa Emam Nada Mufti Frédéric Guffens ... A. David Andrew Melbourne Sébastien Ourselin Jam Deprest Tom Kamiel Magda Vercauteren 35 23 0 08 Jul 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 32 394 0 08 Feb 2021
Boundary-Aware Segmentation Network for Mobile and Web Applications Xuebin Qin Deng-Ping Fan Chenyang Huang Cyril Diagne Zichen Zhang Adria Cabeza SantÁnna Albert Suàrez Martin Jägersand Ling Shao SSeg 32 79 0 12 Jan 2021
Progressive Self-Guided Loss for Salient Object Detection Sheng Yang Weisi Lin Guosheng Lin Qiuping Jiang Zichuan Liu 23 59 0 07 Jan 2021
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge Lucas Fidon Sebastien Ourselin Tom Kamiel Magda Vercauteren OOD MedIm 24 41 0 03 Nov 2020
Distributionally Robust Deep Learning using Hardness Weighted Sampling Lucas Fidon Michael Aertsen Thomas Deprest Doaa Emam Frédéric Guffens ... Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Kamiel Magda Vercauteren OOD 22 10 0 08 Jan 2020
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Alireza Mehrtash W. Wells C. Tempany Purang Abolmaesumi Tina Kapur OOD FedML UQCV 24 264 0 29 Nov 2019
Automatic Image Co-Segmentation: A Survey Xiabi Liu Xin Duan 22 3 0 18 Nov 2019
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation Priya Kansal S. Nathan 24 28 0 08 Oct 2019
A Volumetric Convolutional Neural Network for Brain Tumor Segmentation Ryan Sherman 24 4 0 27 Oct 2018
Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation Guotai Wang Wenqi Li Sebastien Ourselin Tom Kamiel Magda Vercauteren 16 151 0 18 Oct 2018