Author

Dheeraj Komandur

University of Southern California

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Dan Beavers· 1 shared Greg Ver SteegiD· 1 shared Jiu‐Chiuan CheniD· 1 shared Nikhil J. DhinagariD· 1 shared Paul M. ThompsoniD· 1 shared Sophia I. ThomopoulosiD· 1 shared Tamoghna ChattopadhyayiD· 1 shared the Alzheimer’s Disease Neuroimaging Initiative (ADNI)· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Dan Beavers

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1 paper

Recent·Most cited

UNSUPERVISED HARMONIZATION OF BRAIN MRI USING 3D CYCLE GANS AND ITS EFFECT ON BRAIN AGE PREDICTION

Dheeraj Komandur, Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu‐Chiuan Chen, Dan Beavers, Greg Ver Steeg, Paul M. Thompson, the Alzheimer’s Disease Neuroimaging Initiative (ADNI)

This paper harmonizes brain MRI data from multiple sources using 3D CycleGANs and shows improved accuracy in brain age prediction compared to raw data.

International Symposium on Medical Information Processing and Analysis (SIPAIM) · Nov 15, 2023Peer-reviewedNeuroscience