Heteroscedastic Uncertainty Estimation Framework for Unsupervised
Registration

Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration

1 December 2023

Lawrence H. Staib

Albert J Sinusas

James S. Duncan

Papers citing "Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration"

6 / 6 papers shown

Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 79 0 0 04 May 2025
Multi-Task Learning for Extracting Menstrual Characteristics from Clinical Notes Anna Shopova Cristoph Lippert Leslee J. Shaw Eugenia Alleva 47 0 0 31 Mar 2025
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging Xiaoling Hu Karthik Gopinath Peirong Liu Malte Hoffmann Koen van Leemput O. Puonti J. Iglesias OOD UQCV 38 0 0 11 Oct 2024
Learning correspondences of cardiac motion from images using biomechanics-informed modeling Xiaoran Zhang Chenyu You S. Ahn Juntang Zhuang Lawrence H. Staib James Duncan 34 12 0 01 Sep 2022
Learning Accurate Dense Correspondences and When to Trust Them Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 3DH 3DPC 66 128 0 05 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 32 128 0 04 Jan 2021