Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net

31 July 2024

Papers citing "Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net"

8 / 8 papers shown

Title
How to Use Dropout Correctly on Residual Networks with Batch Normalization Bum Jun Kim Hyeyeon Choi Hyeonah Jang Donggeon Lee Sang Woo Kim 107 8 0 13 Feb 2023
Reslicing Ultrasound Images for Data Augmentation and Vessel Reconstruction Cecilia G. Morales Jason Yao Tejas Rane R. Edman Howie Choset Artur Dubrawski 26 10 0 18 Jan 2023
Better Uncertainty Calibration via Proper Scores for Classification and Beyond Sebastian G. Gruber Florian Buettner UQCV 77 50 0 15 Mar 2022
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Nabeel Seedat OOD 44 5 0 08 Jul 2020
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,877 0 14 Jun 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 847 5,847 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 891 9,364 0 06 Jun 2015
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 102 1,345 0 12 Jun 2012