Author

Sokratis Charisis

The University of Texas at San Antonio Health Science CenterORCID 0000-0001-6578-393XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Christos A. DavatzikosiD· 1 shared David H. WangiD· 1 shared David Martinez· 1 shared Derek B. ArcheriD· 1 shared Di WangiD· 1 shared Mohamad HabesiD· 1 shared Ngoc-Huynh HoiD· 1 shared Nicolas HonnoratiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Christos A. DavatzikosORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJun 9, 2025

Advancing Fair and Explainable Machine Learning for Neuroimaging Dementia Pattern Classification in Multi-Ethnic Populations

Ngoc-Huynh Ho, Sokratis Charisis, Nicolas Honnorat…·Mohamad Habes

This study addresses dementia classification bias across ethnic groups using few-shot learning and domain alignment, reducing performance gaps between White American and Hispanic cohorts.

DOI 10.1101/2025.06.09.658375

machine learning (classical)benchmarking

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