Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker

8 December 2016

James H. Cole

Rudra P. K. Poudel

Dimosthenis Tsagkrasoulis

Papers citing "Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker"

28 / 78 papers shown

Title
Neurodevelopmental Age Estimation of Infants Using a 3D-Convolutional Neural Network Model based on Fusion MRI Sequences M. Shabanian A. Siddiqui H. Chen J. DeVincenzo 19 0 0 07 Oct 2020
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation Karim Armanious Sherif Abdulatif W. Shi Shashank Salian Thomas Kustner Daniel Weiskopf Tobias Hepp S. Gatidis Bin Yang 23 5 0 22 Sep 2020
Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface Vitalis Vosylius Andy Wang C. Waters Alexey Zakharov Francis Ward ... J. Cupitt A. Makropoulos A. Schuh Daniel Rueckert A. Alansary 3DH 21 12 0 13 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 58 625 0 02 Aug 2020
Harnessing spatial homogeneity of neuroimaging data: patch individual filter layers for CNNs Fabian Eitel J. P. Albrecht M. Weygandt Friedemann Paul K. Ritter 23 2 0 23 Jul 2020
Large-scale inference of liver fat with neural networks on UK Biobank body MRI Taro Langner Robin Strand H. Ahlström J. Kullberg MedIm 26 8 0 30 Jun 2020
Longitudinal Self-Supervised Learning Qingyu Zhao Zixuan Liu Ehsan Adeli K. Pohl 30 29 0 12 Jun 2020
Risk of Training Diagnostic Algorithms on Data with Demographic Bias Samaneh Abbasi-Sureshjani Ralf Raumanns B. Michels Gerard Schouten Dovile Juodelyte FaML 33 35 0 20 May 2020
Brain Age Estimation Using LSTM on Children's Brain MRI Sheng He R. Gollub S. Murphy Juan David Perez S. Prabhu R. Pienaar Richard Robertson P. E. Grant Yangming Ou 3DV 8 12 0 20 Feb 2020
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI Taro Langner Robin Strand H. Ahlström J. Kullberg 31 22 0 17 Feb 2020
Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI M. Shabanian E. Eckstein Hao Chen J. DeVincenzo 27 11 0 27 Oct 2019
Organ-based Chronological Age Estimation based on 3D MRI Scans Karim Armanious Sherif Abdulatif Anish Rao Bhaktharaguttu Thomas Kustner Tobias Hepp S. Gatidis Bin Yang MedIm 8 0 0 14 Oct 2019
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
A Tool for Super-Resolving Multimodal Clinical MRI Mikael Brudfors Yael Balbastre P. Nachev John Ashburner 19 11 0 03 Sep 2019
Bayesian Volumetric Autoregressive generative models for better semisupervised learning Guilherme Pombo Robert J. Gray Thomas Varsavsky John Ashburner P. Nachev GAN BDL MedIm 26 6 0 26 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
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks Florian Dubost H. Adams P. Yilmaz Gerda Bortsova Gijs van Tulder M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 10 43 0 05 Jun 2019
Multimodal Sparse Classifier for Adolescent Brain Age Prediction P. H. Kassani Alexej Gossmann Yu-Ping Wang 9 15 0 01 Apr 2019
Tensor Dropout for Robust Learning Arinbjorn Kolbeinsson Jean Kossaifi Yannis Panagakis Adrian Bulat Anima Anandkumar I. Tzoulaki Paul Matthews OOD 28 2 0 27 Feb 2019
AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks G. Mårtensson D. Ferreira L. Cavallin J.-Sebastian Muehlboeck L. Wahlund Chunliang Wang E. Westman 33 20 0 23 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,608 0 25 Nov 2018
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Pascal Sturmfels S. Rutherford Mike Angstadt Mark Peterson Chandra S. Sripada Jenna Wiens MedIm 27 23 0 11 Aug 2018
Hydranet: Data Augmentation for Regression Neural Networks Florian Dubost Gerda Bortsova H. Adams M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 21 9 0 12 Jul 2018
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality B. Gutiérrez-Becker T. Klein Christian Wachinger 31 48 0 04 Apr 2018
Correcting differences in multi-site neuroimaging data using Generative Adversarial Networks H. Nguyen R. Morris Anthony W. Harris Mayuresh S. Korgoankar F. Ramos MedIm 27 8 0 26 Mar 2018
Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks Hongming Li T. Satterthwaite Yong-Xian Fan 19 77 0 11 Jan 2018
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 16 1,036 0 04 Sep 2017
Tensor Regression Networks Jean Kossaifi Zachary Chase Lipton Arinbjorn Kolbeinsson Aran Khanna Tommaso Furlanello Anima Anandkumar 3DV 43 145 0 26 Jul 2017