Author

M. Katherine Philpott

Virginia Commonwealth UniversityORCID 0000-0002-3843-1127Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Amanda Elswick GentryiD· 1 shared Christopher J. EhrhardtiD· 1 shared Kellie J. ArcheriD· 1 shared Sarah Ingram· 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 paperMolecular Biology

Amanda Elswick GentryORCID

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1 paper

Recent·Most cited

Comparison of three quantitative approaches for estimating time-since-deposition from autofluorescence and morphological profiles of cell populations from forensic biological samples

Amanda Elswick Gentry, Sarah Ingram, M. Katherine Philpott, Kellie J. Archer, Christopher J. Ehrhardt

This study compares three methods to estimate time-since-deposition from cell morphology and autofluorescence data in forensic samples, finding that gradient boosting machines and GLMM-LASSO provide the most accurate predictions.

bioRxiv · Apr 19, 2023 · PreprintMolecular Biology