Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain
Segmentation from Stacks of MRI Slices

Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices

2 July 2020

Guotai Wang

Michael Aertsen

Sebastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices"

6 / 6 papers shown

Title
A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods Ling Huang S. Ruan Yucheng Xing Mengling Feng 41 20 0 09 Oct 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 24 6 0 09 Jun 2023
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces Helena Williams J. Pedrosa L. Cattani S. Housmans Tom Kamiel Magda Vercauteren Jan Deprest Jan D'hooge 16 7 0 25 Oct 2021
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 40 18 0 03 Apr 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015