Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis

Author:

Quaak MirjamORCID,van de Mortel Laurens,Thomas Rajat Mani,van Wingen Guido

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Clinical Neurology,Neurology,Radiology Nuclear Medicine and imaging

Reference97 articles.

1. Hype versus hope: Deep learning encodes more predictive and robust brain imaging representations than standard machine learning;Abrol;bioRxiv,2020

2. Diagnosis of Autism Spectrum Disorders in Young Children Based on Resting-State Functional Magnetic Resonance Imaging Data Using Convolutional Neural Networks;Aghdam;J Digit Imaging,2019

3. Combination of rs-fMRI and sMRI Data to Discriminate Autism Spectrum Disorders in Young Children Using Deep Belief Network;Akhavan Aghdam;J. Digit. Imaging,2018

4. Anirudh, R., Thiagarajan, J.J., 2017. Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification. doi:arXiv:1704.07487v2.

5. Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls;Arbabshirani;NeuroImage,2017

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