Towards contrast-agnostic soft segmentation of the spinal cord

Towards contrast-agnostic soft segmentation of the spinal cord

23 October 2023

Sandrine Bédard

Cristina Granziera

Andrew C. Smith

Julien Cohen-Adad

Papers citing "Towards contrast-agnostic soft segmentation of the spinal cord"

18 / 18 papers shown

Title
Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation Zheyu Zhang Bin Wang Lanhong Yao Ugur Demir Debesh Jha I. Turkbey Boqing Gong Ulas Bagci AAML MedIm OOD 56 11 0 05 Apr 2023
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Jie Sun Kaizhu Huang 79 64 0 27 Nov 2022
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 172 71 0 06 Aug 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 120 551 0 18 Feb 2021
SoftSeg: Advantages of soft versus binary training for image segmentation C. Gros A. Lemay Julien Cohen-Adad 60 73 0 18 Nov 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian Dalca Juan Eugenio Iglesias 40 36 0 21 Apr 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 55 77 0 04 Mar 2020
Optimization with soft Dice can lead to a volumetric bias J. Bertels D. Robben Dirk Vandermeulen P. Suetens 56 23 0 06 Nov 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 103 699 0 29 Oct 2019
Penalizing small errors using an Adaptive Logarithmic Loss Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar 34 9 0 22 Oct 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 189 1,943 0 06 Jun 2019
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Xinyao Wang Liefeng Bo Fuxin Li CVBM 50 252 0 16 Apr 2019
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian Dalca OOD MedIm 56 398 0 25 Feb 2019
Learning to predict crisp boundaries Ruoxi Deng Chunhua Shen S. Liu Huibing Wang Xinru Liu 65 238 0 26 Jul 2018
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks C. Gros B. Leener A. Badji J. Maranzano Dominique Eden ... J. Doyon T. Shepherd Erik Charlson S. Narayanan Julien Cohen-Adad 57 219 0 16 May 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 142 3,001 0 08 Nov 2017
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 76 479 0 28 Dec 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,484 0 28 May 2015