Ensemble uncertainty as a criterion for dataset expansion in distinct
bone segmentation from upper-body CT images

Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images

19 August 2022

M. Müller-Gerbl

Philippe C. Cattin

Papers citing "Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images"

9 / 9 papers shown

Title
3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies Eva Schnider Antal Huck-Horváth G. Rauter A. Zam M. Müller-Gerbl Philippe C. Cattin 28 10 0 14 Oct 2020
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography P. Leydon M. O'Connell Derek Greene Kathleen M. Curran 28 5 0 12 Aug 2020
Active Learning for Segmentation Based on Bayesian Sample Queries Firat Özdemir Z. Peng Philipp Fürnstahl C. Tanner O. Goksel 51 22 0 22 Dec 2019
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features Xue Feng Nicholas J. Tustison C. Meyer 57 224 0 03 Dec 2018
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy Firat Özdemir Z. Peng C. Tanner Philipp Fürnstahl O. Goksel 46 28 0 18 Jul 2018
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran M. Reyes GAN MedIm 69 176 0 14 Jun 2018
NiftyNet: a deep-learning platform for medical imaging Eli Gibson Wenqi Li Carole Sudre Lucas Fidon D. I. Shakir ... Marc Modat D. Barratt Sébastien Ourselin M. Jorge Cardoso Tom Vercauteren 62 549 0 11 Sep 2017
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation Ling Yang Yizhe Zhang Jianxu Chen Siyuan Zhang Danny Chen MedIm 57 504 0 15 Jun 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 59 1,717 0 08 Mar 2017