Uncertainty in multitask learning: joint representations for
probabilistic MR-only radiotherapy planning

Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning

18 June 2018

Felix J. S. Bragman

Zach Eaton-Rosen

Sebastien Ourselin

Daniel C. Alexander

M. Jorge Cardoso

Papers citing "Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning"

7 / 7 papers shown

Title
AI-Assisted Decision-Making for Clinical Assessment of Auto-Segmented Contour Quality Biling Wang Austen Maniscalco T. Bai Siqiu Wang M. Dohopolski ... Chenyang Shen D. Nguyen Junzhou Huang Steve B. Jiang Xinlei Wang 33 0 0 01 May 2025
A Review of Uncertainty Estimation and its Application in Medical Imaging K. Zou Zhihao Chen Xuedong Yuan Xiaojing Shen Meng Wang H. Fu UQCV 40 85 0 16 Feb 2023
Multi-task Representation Learning for Pure Exploration in Linear Bandits Yihan Du Longbo Huang Wen Sun 19 4 0 09 Feb 2023
A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation Richard Shaw Carole H. Sudre Sebastien Ourselin M. Jorge Cardoso H. Pemberton UQCV 24 5 0 06 Sep 2021
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels Felix J. S. Bragman Ryutaro Tanno Sebastien Ourselin Daniel C. Alexander M. Jorge Cardoso 21 86 0 26 Aug 2019
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Yueming Jin Huaxia Li Qi Dou Hao Chen J. Qin Chi-Wing Fu Pheng-Ann Heng 16 172 0 13 Jul 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015