Acquisition-invariant brain MRI segmentation with informative
uncertainties

Acquisition-invariant brain MRI segmentation with informative uncertainties

7 November 2021

Thomas Varsavsky

Kerstin Kläser

Sebastien Ourselin

M. Jorge Cardoso

Papers citing "Acquisition-invariant brain MRI segmentation with informative uncertainties"

4 / 4 papers shown

Title
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 41 0 0 21 Jan 2025
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 25 27 0 29 May 2023
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 129 357 0 09 Mar 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015