A voxel-level approach to brain age prediction: A method to assess
regional brain aging

v1v2 (latest)

A voxel-level approach to brain age prediction: A method to assess regional brain aging

17 October 2023

Neha Gianchandani

Fernando Vega Higuera

Mariana P. Bento

M. E. MacDonald

Roberto Souza

ArXiv (abs)PDF HTML Github (10★)

Papers citing "A voxel-level approach to brain age prediction: A method to assess regional brain aging"

9 / 9 papers shown

Title
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 129 507 0 04 Nov 2022
Voxel-level Importance Maps for Interpretable Brain Age Estimation Kyriaki-Margarita Bintsi V. Baltatzis A. Hammers Daniel Rueckert 51 12 0 11 Aug 2021
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 217 625 0 10 Sep 2020
Patch-based Brain Age Estimation from MR Images Kyriaki-Margarita Bintsi V. Baltatzis A. Kolbeinsson A. Hammers Daniel Rueckert MedIm 61 16 0 29 Aug 2020
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas Aleksander Madry ODL 105 1,544 0 29 May 2018
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker James H. Cole Rudra P. K. Poudel Dimosthenis Tsagkrasoulis M. Caan C. Steves T. Spector Giovanni Montana 64 696 0 08 Dec 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 324 20,086 0 07 Oct 2016
Deep learning for neuroimaging: a validation study Sergey Plis R. Devon Hjelm Ruslan Salakhutdinov Vince D. Calhoun AI4CE 110 573 0 20 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,902 0 12 Nov 2013

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