Publications by authors named "Samuel Huang"

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Development and Validation of a Commercially Available Two Color Dark Adapted Perimetry to Assess Inherited Retinal Degenerations.
Mark E Pennesi, Alessia Amato, Wayne Tschetter, Ryan Schmidt, Austin D Igelman, Samuel J Huang

Am J Ophthalmol· January 2026

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Missense Variants Disrupt Polycomb Repression and Enable Ectopic Mesenchymal Lineage Conversion During Human Neural Differentiation.
Charles W Ryan, Samantha L Regan, Jason B Sheingold, Anupam Goswami, Maureen Mulhern, Samuel Huang

Res Sq· August 2025

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The Visualization of the Importance of Covariance Importance in a Machine Learning Model for Advanced Liver Fibrosis in a Nationally Representative Sample.
Alexander A Huang, Samuel Y Huang

JGH Open· July 2025

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Enhancing Medical Education Through Statistics: Bridging Quantitative Literacy and Sports Supplementation Research for Improved Clinical Practice.
Alexander A Huang, Samuel Y Huang

Nutrients· July 2025

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Expanding the Mutation Spectrum for Inherited Retinal Diseases.
Jacob Lynn, Samuel J Huang, Grace K Trigler, Ronald Kingsley, Razek G Coussa

Genes (Basel)· December 2024

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Points to consider for providing expert witness testimony for the specialty of medical genetics: A statement of the American College of Medical Genetics and Genomics (ACMG).
Laurie H Seaver, Perry Chan, Lynn D Fleisher, Samuel J Huang, Susan D Klugman

Genet Med· October 2024

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Dual diagnosis of -related mitochondrial complex III deficiency and recessive -related cataracts.
Elizabeth E Blue, Samuel J Huang, Alyna Khan, Katie Golden-Grant, Brenna Boyd

Rare· August 2024

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Comparison of model feature importance statistics to identify covariates that contribute most to model accuracy in prediction of insomnia.
Alexander A Huang, Samuel Y Huang

PLoS One· July 2024

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The contribution of low Apgar scores in identifying neonates with short-term morbidities in a large single center cohort.
Samuel Huang, Miheret Yitayew, Henry J Rozycki

J Perinatol· June 2024

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Perimacular Atrophy Following Voretigene Neparvovec-Rzyl Treatment in the Setting of Previous Contralateral Eye Treatment With a Different Viral Vector.
Cristy A Ku, Austin D Igelman, Samuel J Huang, Steven T Bailey, Andreas K Lauer

Transl Vis Sci Technol· June 2024

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Genomic loss of GPR108 disrupts AAV transduction in birds.
Alexander A Nevue, Anusha Sairavi, Samuel J Huang, Hiroyuki Nakai, Claudio V Mello

bioRxiv· May 2024

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Application of a transparent artificial intelligence algorithm for US adults in the obese category of weight.
Alexander A Huang, Samuel Y Huang

PLoS One· May 2024

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Shapely additive values can effectively visualize pertinent covariates in machine learning when predicting hypertension.
Alexander A Huang, Samuel Y Huang

J Clin Hypertens (Greenwich)· December 2023

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Stochastic modeling of obesity status in United States adults using Markov Chains: A nationally representative analysis of population health data from 2017-2020.
Alexander A Huang, Samuel Y Huang

Obes Sci Pract· December 2023

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Technical Report: Protocol for Characterizing Phenotype Variants Using Phenome-Wide Association Study (PheWAS) Utilizing the Nationwide Inpatient Sample 2020 in Individuals With Pancreatic Cysts and Lung Cancer.
Samuel Y Huang, Reyes Johnathan, Neal Shah, Pranay Srivastava, Alexander A Huang

Cureus· December 2023

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Use of feature importance statistics to accurately predict asthma attacks using machine learning: A cross-sectional cohort study of the US population.
Alexander A Huang, Samuel Y Huang

PLoS One· November 2023

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Covariate dependent Markov chains constructed with gradient boost modeling can effectively generate long-term predictions of obesity trends.
Alexander A Huang, Samuel Y Huang

BMC Res Notes· November 2023

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Exploring Depression and Nutritional Covariates Amongst US Adults using Shapely Additive Explanations.
Alexander A Huang, Samuel Y Huang

Health Sci Rep· October 2023

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Technical Report: Machine-Learning Pipeline for Medical Research and Quality-Improvement Initiatives.
Alexander A Huang, Samuel Y Huang

Cureus· October 2023

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Quantification of the Relationship of Pyridoxine and Spirometry Measurements in the United States Population.
Alexander A Huang, Samuel Y Huang

Curr Dev Nutr· August 2023

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Increased vigorous exercise and decreased sedentary activities are associated with decreased depressive symptoms in United States adults: Analysis of The National Health and Nutrition Examination Survey (NHANES) 2017-2020.
Alexander A Huang, Samuel Y Huang

Health Sci Rep· August 2023

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Diabetes is associated with increased risk of death in COVID-19 hospitalizations in Mexico 2020: A retrospective cohort study.
Alexander A Huang, Samuel Y Huang

Health Sci Rep· July 2023

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Dendrogram of transparent feature importance machine learning statistics to classify associations for heart failure: A reanalysis of a retrospective cohort study of the Medical Information Mart for Intensive Care III (MIMIC-III) database.
Alexander A Huang, Samuel Y Huang

PLoS One· July 2023

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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

Curr Dev Nutr· February 2023

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