Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality

4 April 2018

Papers citing "Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality"

10 / 10 papers shown

Title
Deep Relation Learning for Regression and Its Application to Brain Age Estimation Sheng He Yanfang Feng P. E. Grant Yangming Ou 3DH 38 30 0 13 Apr 2022
Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks B. Gutiérrez-Becker Ignacio Sarasua Christian Wachinger 3DPC MedIm 27 13 0 02 Oct 2020
Patch-based Brain Age Estimation from MR Images Kyriaki-Margarita Bintsi V. Baltatzis A. Kolbeinsson A. Hammers Daniel Rueckert MedIm 34 16 0 29 Aug 2020
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers J. Senapati Abhijit Guha Roy Sebastian Polsterl Daniel Gutmann S. Gatidis C. Schlett A. Peters F. Bamberg Christian Wachinger UQCV 6 9 0 28 Aug 2020
Detect and Correct Bias in Multi-Site Neuroimaging Datasets Christian Wachinger A. Rieckmann Sebastian Polsterl 11 87 0 12 Feb 2020
Analysis of an Automated Machine Learning Approach in Brain Predictive Modelling: A data-driven approach to Predict Brain Age from Cortical Anatomical Measures J. Dafflon W. H. Pinaya F. Turkheimer James H. Cole R. Leech M. Harris S. Cox H. Whalley A. McIntosh Peter J Hellyer 24 2 0 08 Oct 2019
Is Texture Predictive for Age and Sex in Brain MRI? Nick Pawlowski Ben Glocker 3DH MedIm 17 9 0 25 Jul 2019
Estimating brain age based on a healthy population with deep learning and structural MRI Xinyang Feng Zachary Chase Lipton J. Yang S. Small F. Provenzano 8 5 0 01 Jul 2019
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction B. Gutiérrez-Becker S. Gatidis Daniel Gutmann A. Peters F. Bamberg Christian Wachinger MedIm 9 2 0 06 Aug 2018
Detect, Quantify, and Incorporate Dataset Bias: A Neuroimaging Analysis on 12,207 Individuals Christian Wachinger B. Gutiérrez-Becker A. Rieckmann 19 9 0 28 Apr 2018