EDITORIAL
Published on 26 Oct 2020
Editorial: Deep Learning in Aging Neuroscience
doi 10.3389/fninf.2020.573974
- 3,386 views
- 3 citations
- Frontiers in Aging Neuroscience
- Alzheimer's Disease and Related Dementias
- Research Topics
- Deep Learning in Aging Neuroscience
Deep Learning in Aging Neuroscience
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Articles
SYSTEMATIC REVIEW
Published on 20 Aug 2019
Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data
doi 10.3389/fnagi.2019.00220
- 77,291 views
- 533 citations
ORIGINAL RESEARCH
Published on 31 Jul 2019
Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification
doi 10.3389/fnagi.2019.00194
- 33,669 views
- 218 citations
ORIGINAL RESEARCH
Published on 02 Jul 2019
Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks
doi 10.3389/fninf.2019.00048
- 9,205 views
- 78 citations
ORIGINAL RESEARCH
Published on 27 Jun 2019
Dilated Saliency U-Net for White Matter Hyperintensities Segmentation Using Irregularity Age Map
doi 10.3389/fnagi.2019.00150
- 3,413 views
- 12 citations
ORIGINAL RESEARCH
Published on 29 May 2019
Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images Using a Convolutional Neural Network Scheme
doi 10.3389/fninf.2019.00033
- 4,711 views
- 30 citations
ORIGINAL RESEARCH
Published on 22 May 2019
Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age
doi 10.3389/fnagi.2019.00115
- 5,715 views
- 50 citations
ORIGINAL RESEARCH
Published on 11 Feb 2019
Evaluation of Functional Decline in Alzheimer’s Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements
doi 10.3389/fnagi.2019.00008
- 7,209 views
- 37 citations
ORIGINAL RESEARCH
Published on 17 Dec 2018
Multivariate Deep Learning Classification of Alzheimer’s Disease Based on Hierarchical Partner Matching Independent Component Analysis
doi 10.3389/fnagi.2018.00417
- 4,166 views
- 34 citations
ORIGINAL RESEARCH
Published on 12 Jul 2018
Predicting Aging of Brain Metabolic Topography Using Variational Autoencoder
doi 10.3389/fnagi.2018.00212
- 4,116 views
- 27 citations
Published in
Frontiers in Aging Neuroscience
Alzheimer's Disease and Related Dementias
Neurocognitive Aging and Behavior
Cellular and Molecular Mechanisms of Brain-aging
Parkinson’s Disease and Aging-related Movement Disorders
Aging Neuroscience Archive
Neuroinflammation and Neuropathy
Participating Journals
Frontiers in Neuroinformatics
- 2.5 impact factor
- 4.8 citescore