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Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neur...

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neur...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5f26ad38449340c78a369db479e14806

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data

About this item

Full title

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data

Publisher

Switzerland: Frontiers Research Foundation

Journal title

Frontiers in aging neuroscience, 2019-08, Vol.11, p.220-220

Language

English

Formats

Publication information

Publisher

Switzerland: Frontiers Research Foundation

More information

Scope and Contents

Contents

Deep learning, a state-of-the-art machine learning approach, has shown outstanding performance over traditional machine learning in identifying intricate structures in complex high-dimensional data, especially in the domain of computer vision. The application of deep learning to early detection and automated classification of Alzheimer's disease (A...

Alternative Titles

Full title

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_5f26ad38449340c78a369db479e14806

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5f26ad38449340c78a369db479e14806

Other Identifiers

ISSN

1663-4365

E-ISSN

1663-4365

DOI

10.3389/fnagi.2019.00220

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