Author

Garrett I. Ash

Yale UniversityORCID 0000-0002-8655-7525Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Jason J. LiuiD· 2 shared Jing ZhangiD· 2 shared Mark GersteiniD· 2 shared Shaoke LouiD· 2 shared Andrew V. PapachristosiD· 1 shared Andrew ZhangiD· 1 shared Ann T. GreeneiD· 1 shared Beatrice BorsariiD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 40 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Jason J. LiuORCID

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2 papers

Recent·Most cited

Genetic & Genomic MedicineCellPeer-reviewedDec 19, 2024

Digital phenotyping from wearables using AI characterizes psychiatric disorders and identifies genetic associations

Jason J. Liu, Beatrice Borsari, Yunyang Li…·Mark Gerstein

This paper uses wearable data and AI to identify genetic associations with psychiatric disorders by creating intermediate phenotypes from continuous physiological features.

53 citationstop 1%

humanmachine learning (classical)

𝕏 PostBluesky

BioinformaticsPLoS Computational BiologyPeer-reviewedAug 23, 2021

Bayesian Structural Time Series for Biomedical Sensor Data: A Flexible Modeling Framework for Evaluating Interventions

Jason J. Liu, Daniel J. Spakowicz, Garrett I. Ash…·Mark Gerstein

This paper applies Bayesian structural time series to biomedical sensor data to evaluate interventions, showing its effectiveness in assessing treatment impacts with complex covariates.

25 citations

statistical modelbenchmarking

𝕏 PostBluesky