A Novel Transfer Learning Approach to Enhance Deep Neural Network Classification of Brain Functional Connectomes

Robust multi-label transfer feature learning for early diagnosis of Alzheimer’s disease

(2018) Bo Cheng et al.   Brain Imaging and Behavior

Identification of autism spectrum disorder using deep learning and the ABIDE dataset

(2018) Anibal Sólon Heinsfeld et al.   NeuroImage-Clinical

Early prediction of cognitive deficits in very preterm infants using functional connectome data in an artificial neural network framework

(2018) Lili He et al.   NeuroImage-Clinical

Deep ensemble learning of sparse regression models for brain disease diagnosis

(2017) Heung-Il Suk et al.   MEDICAL IMAGE ANALYSIS

Diagnosing Autism Spectrum Disorder from Brain Resting-State Functional Connectivity Patterns Using a Deep Neural Network with a Novel Feature Selection Method

(2017) Xinyu Guo et al.   Frontiers in Neuroscience

Brain functional network connectivity development in very preterm infants: The first six months

(2016) Lili He et al.   EARLY HUMAN DEVELOPMENT

Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia

(2016) Junghoe Kim et al.   NEUROIMAGE

Functional connectivity classification of autism identifies highly predictive brain features but falls short of biomarker standards

(2015) Mark Plitt et al.   NeuroImage-Clinical

A Connectome Computation System for discovery science of brain

(2015) Ting Xu et al.   Science Bulletin

Characteristics of Brains in Autism Spectrum Disorder: Structure, Function and Connectivity across the Lifespan

(2015) Sungji Ha et al.   Experimental Neurobiology

Multisite functional connectivity MRI classification of autism: ABIDE results

(2013) Jared A. Nielsen et al.   Frontiers in Human Neuroscience

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

(2013) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism

(2013) A Di Martino et al.   MOLECULAR PSYCHIATRY

BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics

(2013) Mingrui Xia et al.   PLoS One

Salience Network–Based Classification and Prediction of Symptom Severity in Children With Autism

(2013) Lucina Q. Uddin et al.   JAMA Psychiatry

The Neuro Bureau Preprocessing Initiative: open sharing of preprocessed neuroimaging data and derivatives

(2013) Craddock Cameron et al.   Frontiers in Neuroinformatics

Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques

(2012) R. Matthew Hutchison et al.   HUMAN BRAIN MAPPING

Functional connectivity magnetic resonance imaging classification of autism

(2011) Jeffrey S. Anderson et al.   BRAIN

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Rosiglitazone for Nonalcoholic Steatohepatitis: One-Year Results of the Randomized Placebo-Controlled Fatty Liver Improvement With Rosiglitazone Therapy (FLIRT) Trial

(2008) Vlad Ratziu et al.   GASTROENTEROLOGY

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE