Author

Amit Singh

University of Southern CaliforniaORCID 0000-0002-8033-681XUnclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Amit Singh5 papers · University of Oklahoma

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Elnaz NourollahimoghadamiD· 1 shared Greg Ver SteegiD· 1 shared Hong ZhengiD· 1 shared Neda JahanshadiD· 1 shared Neha Ann Joshy· 1 shared Paul M. ThompsoniD· 1 shared Sophia I. ThomopoulosiD· 1 shared Talia M. NiriD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Elnaz NourollahimoghadamORCID

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1 paper

Recent·Most cited

NeuroscienceInternational Symposium on Medical Information Processing and Analysis (SIPAIM)Peer-reviewedMar 6, 2023

Predicting Dementia Severity by Merging Anatomical and Diffusion MRI with Deep 3D Convolutional Neural Networks

Tamoghna Chattopadhyay, Amit Singh, Neha Ann Joshy…·the Alzheimer’s Disease Neuroimaging Initiative

This paper uses deep 3D CNNs combining anatomical and diffusion MRI to predict dementia severity and brain age, finding that diffusion MRI improves performance over anatomical MRI alone.

4 citations

humanbulk RNA-seq

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