Author

Gautam Mehendale

University of Southern California

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Neuroscience· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:multiome· 1 Approach:variational autoencoder· 1

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Ganesan VenkatasubramanianiD· 1 shared Greg Ver SteegiD· 1 shared Himanshu JoshiiD· 1 shared John P. JohniD· 1 shared José Luis AmbiteiD· 1 shared Paul M. ThompsoniD· 1 shared Sophia I. ThomopoulosiD· 1 shared Tamoghna ChattopadhyayiD· 1 shared

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Ganesan VenkatasubramanianORCID

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NeuroscienceInternational Symposium on Medical Information Processing and Analysis (SIPAIM)Peer-reviewedNov 18, 2025

Generating diffusion MRI scalar maps from T1-weighted images using Reversible GANs

Tamoghna Chattopadhyay, Gautam Mehendale, Sophia I. Thomopoulos…·Paul M. Thompson

This paper generates synthetic diffusion MRI scalar maps from T1-weighted images using RevGAN, showing they retain microstructural features and perform well in downstream tasks.

DOI 10.1109/sipaim67325.2025.11283422

multiomedeep learning

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