Tom W Earnest

12PUBLICATIONS
33CO-AUTHORS
Deep learningTranslational and applied bioinformaticsAdversarial machine learningAnthropological geneticsComputational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)
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Publications (12)

|Sep 10, 2026
Taming dimensionality in big neuroimaging data: Efficient orthonormal projective NMF via stochastic learning and data compression.

|Apr 10, 2026
A unified model for staging amyloid and tau pathology in Alzheimer's disease.

Tom W Earnest, Braden Y Yang, Ahmad Chowdhury

|Nov 24, 2025
Predicting future cognitive impairment in preclinical Alzheimer's disease using multimodal imaging: a multisite machine learning study.

Braden Yang, Tom Earnest, Murat Bilgel

|Apr 16, 2025
Analyzing heterogeneity in Alzheimer disease using multimodal normative modeling on imaging-based ATN biomarkers.

Sayantan Kumar, Tom Earnest, Braden Yang

|Dec 09, 2024
Comprehensive evaluation of AT(N) imaging biomarkers for predicting cognition.

Tom Earnest, Braden Yang, Deydeep Kothapalli

|Nov 14, 2024
Evaluation of ComBat Harmonization for Reducing Across-Tracer Differences in Regional Amyloid PET Analyses.

Braden Yang, Tom Earnest, Sayantan Kumar

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Frequent Collaborators

9 joint publications

Braden Yang

8 joint publications

Aristeidis Sotiras

7 joint publications

Brian Gordon

7 joint publications

Tammie L S Benzinger