Brain Age Prediction of Children Using Routine Brain MR Images via Deep Learning

Investigating systematic bias in brain age estimation with application to post‐traumatic stress disorders

(2019) Hualou Liang et al.   HUMAN BRAIN MAPPING

Detecting cerebral microbleeds with transfer learning

(2019) Jin Hong et al.   MACHINE VISION AND APPLICATIONS

Age Prediction Based on Brain MRI Image: A Survey

(2019) Hedieh Sajedi et al.   JOURNAL OF MEDICAL SYSTEMS

Improvement of Cerebral Microbleeds Detection Based on Discriminative Feature Learning

(2019) Jin Hong et al.   FUNDAMENTA INFORMATICAE

Gray Matter Age Prediction as a Biomarker for Risk of Dementia

(2019) Johnny Wang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hierarchical Rough-to-Fine Model for Infant Age Prediction Based on Cortical Features

(2019) Dan Hu et al.   IEEE Journal of Biomedical and Health Informatics

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

(2018) H A Haenssle et al.   ANNALS OF ONCOLOGY

Classification of Alzheimer’s Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling

(2018) Shui-Hua Wang et al.   JOURNAL OF MEDICAL SYSTEMS

A spatio-temporal reference model of the aging brain

(2018) W. Huizinga et al.   NEUROIMAGE

Bayesian Optimization for Neuroimaging Pre-processing in Brain Age Classification and Prediction

(2018) Jenessa Lancaster et al.   Frontiers in Aging Neuroscience

Automatic lung nodule detection using a 3D deep convolutional neural network combined with a multi-scale prediction strategy in chest CTs

(2018) Yu Gu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Classification of cerebral microbleeds based on fully-optimized convolutional neural network

(2018) Jin Hong et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Brain age predicts mortality

(2017) J H Cole et al.   MOLECULAR PSYCHIATRY

Predicting brain-age from multimodal imaging data captures cognitive impairment

(2017) Franziskus Liem et al.   NEUROIMAGE

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

(2017) James H. Cole et al.   NEUROIMAGE

Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images

(2017) QingZeng Song et al.   Journal of Healthcare Engineering

Predicting healthy older adult's brain age based on structural connectivity networks using artificial neural networks

(2016) Lan Lin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

(2016) Qi Dou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Trajectories of cortical thickness maturation in normal brain development — The importance of quality control procedures

(2016) Simon Ducharme et al.   NEUROIMAGE

Estimating brain age using high-resolution pattern recognition: Younger brains in long-term meditation practitioners

(2016) Eileen Luders et al.   NEUROIMAGE

Functional Connectivity of the Infant Human Brain

(2016) Wei Gao et al.   NEUROSCIENTIST

Prediction of brain age suggests accelerated atrophy after traumatic brain injury

(2015) James H. Cole et al.   ANNALS OF NEUROLOGY

Data Augmentation for Deep Neural Network Acoustic Modeling

(2015) Xiaodong Cui et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Dynamic Development of Regional Cortical Thickness and Surface Area in Early Childhood

(2014) Amanda E. Lyall et al.   CEREBRAL CORTEX

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Development of superficial white matter and its structural interplay with cortical gray matter in children and adolescents

(2013) Minjie Wu et al.   HUMAN BRAIN MAPPING

Mapping Region-Specific Longitudinal Cortical Surface Expansion from Birth to 2 Years of Age

(2012) G. Li et al.   CEREBRAL CORTEX

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Age-related Apparent Diffusion Coefficient Changes in the Normal Brain

(2012) Memi Watanabe et al.   RADIOLOGY

Assessment of Normal Myelination with Magnetic Resonance Imaging

(2012) Kirk Welker et al.   SEMINARS IN NEUROLOGY

Longitudinal Development of Cortical and Subcortical Gray Matter from Birth to 2 Years

(2011) J. H. Gilmore et al.   CEREBRAL CORTEX

Resting-state networks in awake five- to eight-year old children

(2011) Henrica M.A. de Bie et al.   HUMAN BRAIN MAPPING

MRI-based age prediction using hidden Markov models

(2011) Bing Wang et al.   JOURNAL OF NEUROSCIENCE METHODS

Spontaneous Brain Activity in the Newborn Brain During Natural Sleep—An fMRI Study in Infants Born at Full Term

(2009) Peter Fransson et al.   PEDIATRIC RESEARCH

A Structural MRI Study of Human Brain Development from Birth to 2 Years

(2008) R. C. Knickmeyer et al.   JOURNAL OF NEUROSCIENCE