Propagation and Attribution of Uncertainty in Medical Imaging Pipelines

Propagation and Attribution of Uncertainty in Medical Imaging Pipelines

28 September 2023

Leonhard F. Feiner

Kerstin Hammernik

Wenqi Huang

Georgios Kaissis

Papers citing "Propagation and Attribution of Uncertainty in Medical Imaging Pipelines"

5 / 5 papers shown

Title
How Should We Evaluate Uncertainty in Accelerated MRI Reconstruction? Luca Trautmann Peter Wijeratne Itamar Ronen Ivor Simpson 66 0 0 13 Mar 2025
Guiding Quantitative MRI Reconstruction with Phase-wise Uncertainty Haozhong Sun Zhongsen Li Chenlin Du Haokun Li Yajie Wang Huijun Chen 64 0 0 28 Feb 2025
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 34 80 0 05 Oct 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,683 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015