DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network

Multichannel Deep Attention Neural Networks for the Classification of Autism Spectrum Disorder Using Neuroimaging and Personal Characteristic Data

(2020) Ke Niu et al.   COMPLEXITY

Ensemble Deep Learning on Large, Mixed-Site FMRI Datasets in Autism and Other Tasks

(2020) Matthew Leming et al.   International Journal of Neural Systems

Multi-kernel fuzzy clustering based on auto-encoder for fMRI functional network

(2020) Hu Lu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks

(2020) Rajat Mani Thomas et al.   Frontiers in Psychiatry

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping

(2020) Chengjin Yu et al.   IEEE Transactions on Neural Networks and Learning Systems

Enhancing Diagnosis of Autism With Optimized Machine Learning Models and Personal Characteristic Data

(2019) Milan N. Parikh et al.   Frontiers in Computational Neuroscience

Restricted, Repetitive, and Stereotypical Patterns of Behavior in Autism—an fMRI Perspective

(2019) Gerardo Noriega   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Identification, Evaluation, and Management of Children With Autism Spectrum Disorder

(2019) Susan L. Hyman et al.   PEDIATRICS

Classification of autism spectrum disorder by combining brain connectivity and deep neural network classifier

(2018) Yazhou Kong et al.   NEUROCOMPUTING

Classification of Autism Spectrum Disorder Using Random Support Vector Machine Cluster

(2018) Xia-an Bi et al.   Frontiers in Genetics

Multimodal Functional and Structural Brain Connectivity Analysis in Autism: A Preliminary Integrated Approach With EEG, fMRI, and DTI

(2018) Bogdan Alexandru Cociu et al.   IEEE Transactions on Cognitive and Developmental Systems

Automatic Recognition of fMRI-derived Functional Networks using 3D Convolutional Neural Networks

(2017) Yu Zhao et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example

(2017) Alexandre Abraham et al.   NEUROIMAGE

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

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

Resting-State Time-Varying Analysis Reveals Aberrant Variations of Functional Connectivity in Autism

(2016) Zhijun Yao et al.   Frontiers in Human Neuroscience

Multivariate classification of autism spectrum disorder using frequency-specific resting-state functional connectivity—A multi-center study

(2016) Heng Chen et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

A small number of abnormal brain connections predicts adult autism spectrum disorder

(2016) Noriaki Yahata et al.   Nature Communications

Resting state functional magnetic resonance imaging and neural network classified autism and control

(2015) Tetsuya Iidaka   CORTEX

Connectivity-based parcellation: Critique and implications

(2015) Simon B. Eickhoff et al.   HUMAN BRAIN MAPPING

Identification of infants at high-risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks

(2015) Yan Jin et al.   HUMAN BRAIN MAPPING

Which fMRI clustering gives good brain parcellations?

(2014) Bertrand Thirion et al.   Frontiers in Neuroscience

Multivariate Classification of Blood Oxygen Level-Dependent fMRI Data with Diagnostic Intention: A Clinical Perspective

(2013) B. Sundermann et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

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

(2013) Craddock Cameron et al.   Frontiers in Neuroinformatics

Attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) in adult psychiatry. A 20-year register study

(2012) Lena Nylander et al.   NORDIC JOURNAL OF PSYCHIATRY

Diagnostic neuroimaging across diseases

(2011) Stefan Klöppel et al.   NEUROIMAGE

Neural signatures of autism

(2010) M. D. Kaiser et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA