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Publications by James D. Malley

Brief Review of Regression-Based and Machine Learning Methods in Genetic Epidemiology: The Genetic Analysis Workshop 17 Experience

Genetic Epidemiology

English

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Regression and Data Mining Methods for Analyses of Multiple Rare Variants in the Genetic Analysis Workshop 17 Mini-Exome Data

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Evaluation of a LASSO Regression Approach on the Unrelated Samples of Genetic Analysis Workshop 17

BMC Proceedings

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English

Analysis of Genetic Analysis Workshop 18 Data With Gene-Based Penalized Regression

BMC Proceedings

Molecular Biology

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Statistical Methods in Genetic Epidemiology

Journal of Medical Genetics

English

Machine Learning Methods in Psychiatry: A Brief Introduction

General Psychiatry

English

A Review and Meta-Analysis of the Genetic Epidemiology of Anxiety Disorders

American Journal of Psychiatry

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Optical Character Recognition Based on Genetic Algorithms and Machine Learning

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Systematic Review of Methods and Results of Studies of the Genetic Epidemiology of Ischemic Stroke

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Genetic Mutation Classification Using Machine Learning

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