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Office
One Healthy Way
Oceanside
Oceanside, NY 11572Phone+1 516-632-3666
Summary
- Dr. Samuel Huang, MD, is an Internal Medicine specialist based in Oceanside, NY. He completed his residency in Internal Medicine at the Icahn School of Medicine at Mount Sinai/South Nassau, graduating in 2026. Prior to this, he graduated from Virginia Commonwealth University School of Medicine in 2023, and also studied Biometry and Statistics at Cornell University from 2015-2018. Dr. Huang has contributed to a variety of publications on topics ranging from obesity trends, asthma attacks prediction, hypertension prediction, depression and nutritional covariates, and the use of machine-learning in medical research and quality-improvement initiatives.
Education & Training
- Icahn School of Medicine at Mount Sinai/South NassauResidency, Internal Medicine, 2023 - 2026
- Virginia Commonwealth University School of MedicineClass of 2023
- Cornell UniversityBiometry and Statistics, 2015 - 2018
Publications & Presentations
PubMed
- 24 citationsIncreasing transparency in machine learning through bootstrap simulation and shapely additive explanations.Alexander A Huang, Samuel Y Huang
Plos One. 2023-01-01 - 4 citationsDendrogram of transparent feature importance machine learning statistics to classify associations for heart failure: A reanalysis of a retrospective cohort study of th...Alexander A Huang, Samuel Y Huang
Plos One. 2023-01-01 - 13 citationsComputation 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. 2023-04-01
Abstracts/Posters
- SOCIOECONOMIC DISPARITIES IN PERORAL ENDOSCOPIC MYOTOMY (POEM) PROCEDURES: A COMPREHENSIVE ANALYSIS OF A SINGLE CENTER COHORTMahnoor Khan, Samuel Huang, Jonathan Vincent, Reyes Iman Andalib, Gastrointestinal Endoscopy, 5/21/2024
- CHARACTERISTICS AND OUTCOMES OF HOSPITALIZED PATIENTS AFTER PERORAL ENDOSCOPIC MYOTOMY (POEM) PROCEDURES IN THE UNITED STATES: A 2020 ANALYSISMahnoor Khan, Samuel Huang, Jonathan Vincent Reyes, Iman Andalib, Gastrointestinal Endoscopy, 5/20/2024
- ENDOSCOPIC RESECTION FOR AMPULLARY LESIONS: A SYSTEMIC REVIEW WITH META-ANALYSIS FOCUSED ON PROSPECTIVE STUDIESSharon Slomovich, Samuel Y. Huang, Neal C. Shah, Moshe Fenster, Frank G. Gress, Gastroenterology, 5/18/2024
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Authored Content
- Markov Modeling of Acute Respiratory Distress SyndromeMay 2024
Press Mentions
- Machine Learning IDs Factors Predicting Risk for Sleep Disorder DiagnosisApril 18th, 2023
- Machine Learning Identifies Factors Predicting Risk for Sleep Disorder DiagnosisApril 18th, 2023
- Machine Learning IDs Factors Predicting Risk for Sleep Disorder DiagnosisApril 17th, 2023
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