Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks

Arjun Punjabi; Adam Martersteck; Yanran Wang; Todd B. Parrish; Aggelos K. Katsaggelos; and the Alzheimer’s Disease Neuroimaging Initiative

doi:10.1371/journal.pone.0225759

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Open Access

Peer-reviewed

Research Article

Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks

Arjun Punjabi ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: arjunpunjabi2015@u.northwestern.edu

Affiliation Department of Electrical Engineering and Computer Science/McCormick School of Engineering, Northwestern University, Evanston, Illinois, United States of America

http://orcid.org/0000-0003-2770-3112

⨯
Adam Martersteck,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing – review & editing

Affiliations Department of Radiology/Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America, Mesulam Cognitive Neurology and Alzheimer’s Disease Center, Northwestern University, Chicago, Illinois, United States of America
⨯
Yanran Wang,

Roles Conceptualization, Software, Writing – review & editing

Affiliation Department of Electrical Engineering and Computer Science/McCormick School of Engineering, Northwestern University, Evanston, Illinois, United States of America
⨯
Todd B. Parrish,

Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Department of Radiology/Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
⨯
Aggelos K. Katsaggelos,

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Department of Electrical Engineering and Computer Science/McCormick School of Engineering, Northwestern University, Evanston, Illinois, United States of America
⨯
and the Alzheimer’s Disease Neuroimaging Initiative

¶A link to the complete listing of ADNI investigators can be found in the Acknowledgments section.
⨯

Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks

Arjun Punjabi,
Adam Martersteck,
Yanran Wang,
Todd B. Parrish,
Aggelos K. Katsaggelos,
and the Alzheimer’s Disease Neuroimaging Initiative

Published: December 5, 2019
https://doi.org/10.1371/journal.pone.0225759

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