Author

Surabhi Sinha

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:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Assay:multiome· 1

Frequent Co-Authors

Alexandra M. MuiriD· 1 shared Paul M. ThompsoniD· 1 shared Pradeep Lam· 1 shared Sophia I. ThomopoulosiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Alexandra M. MuirORCID

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1 paper

Recent·Most cited

Alzheimer's Disease Classification Accuracy is Improved by MRI Harmonization based on Attention-Guided Generative Adversarial Networks

Surabhi Sinha, Sophia I. Thomopoulos, Pradeep Lam, Alexandra M. Muir, Paul M. Thompson

This study improves Alzheimer's disease classification using MRI harmonization with an attention-guided GAN, showing better performance than non-harmonized images.

International Symposium on Medical Information Processing and Analysis (SIPAIM) · Dec 10, 2021Peer-reviewedNeuroscience