Alexander A. Huang

Statistics

Publications

Citations

413

H-Index

Active since

2023

Affiliations

Northwestern University(Current)

Virginia Commonwealth University

Cornell University

Education Northwest

Alexander A. Huang is an author at Northwestern University specializing in predictive health modeling, machine learning prediction models, and xgboost.

ORCID

Publications per year

2023–2024

Publications

Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations

Alexander A. Huang, Samuel Y. Huang · PLoS ONE · 2023 · 97 citations · Full text

Computing, Biostatistics, Computer Science +17

Use of machine learning to identify risk factors for insomnia

Alexander A. Huang, Samuel Y. Huang · PLoS ONE · 2023 · 53 citations · Full text

Medicine, Nutrition, Machine Learning +16

Computation of the distribution of model accuracy statistics in machine learning: Comparison between analytically derived distributions and simulation‐based methods

Alexander A. Huang, Samuel Y. Huang · Health Science Reports · 2023 · 32 citations · Full text

Computing, Biostatistics, Cardiology +17

Use of machine learning to identify risk factors for coronary artery disease

Alexander A. Huang, Samuel Y. Huang · PLoS ONE · 2023 · 30 citations · Full text

Medicine, Biostatistics, Cardiology +17

Quantification of the Effect of Vitamin E Intake on Depressive Symptoms in United States Adults Using Restricted Cubic Splines

Alexander A. Huang, Samuel Y. Huang · Current Developments in Nutrition · 2023 · 28 citations · Full text

Agriculture, Nutrition, Nutritional Sciences +15

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