Author

David Martinez

The University of Texas at San Antonio Health Science Center

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

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

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

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Christos A. DavatzikosORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Ngoc-Huynh Ho, Sokratis Charisis, Nicolas Honnorat, Sachintha Ransara Brandigampala, Di Wang, Susan R. Heckbert, Peter T. Fox, David Martinez, David H. Wang, Timothy M. Hughes, Derek B. Archer, Timothy J. Hohman, Sudha S. Seshadri, Christos A. Davatzikos, 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.

bioRxiv · Jun 9, 2025 · PreprintNeuroscience