Author

Patrick James Tighe

University of Florida HealthORCID 0000-0002-1881-9941Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:electronic health records· 1

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Baiming ZouiD· 1 shared Fei ZouiD· 1 shared Xinlei MiiD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperNeuroscience

Baiming ZouORCID

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1 paper

Recent·Most cited

NeuroscienceThe Annals of Applied StatisticsPeer-reviewedSep 1, 2021

A Deep Learning Semiparametric Regression for Adjusting Complex Confounding Structures

Xinlei Mi, Patrick James Tighe, Fei Zou, Baiming Zou

This paper introduces a deep learning semiparametric regression method to adjust complex confounding structures in observational studies, showing reduced bias and mean squared error in parameter estimates.

5 citations

electronic health recordsdeep learning