Author

Jared Martinez

University of North Texas

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Organism:human· 1

Frequent Co-Authors

Alzheimer’s Disease Neuroimaging Initiative· 1 shared Fahad SaeediD· 1 shared Mohammad Al OlaimatiD· 1 shared Serdar BozdagiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Alzheimer’s Disease Neuroimaging Initiative

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1 paper

Recent·Most cited

PPAD: A deep learning architecture to predict progression of Alzheimer's disease

Mohammad Al Olaimat, Jared Martinez, Fahad Saeed, Serdar Bozdag, Alzheimer’s Disease Neuroimaging Initiative

This paper introduces two deep learning models, PPAD and PPAD-AE, to predict Alzheimer's disease progression from mild cognitive impairment using EHR data, achieving better performance than baselines in F2 and sensitivity.

Bioinformatics · May 24, 2023Peer-reviewedBioinformatics