All Stories

  1. Predicting Asthma Attacks with Machine Learning: Insights from a Large US Study

    Article • PLoS ONE, November 2023, PLOS

    Dr. Samuel Y Huang

  2. Shapely additive values can effectively visualize pertinent covariates in machine learning when predicting hypertension

    Article • Journal of Clinical Hypertension, November 2023, Wiley

    Dr. Samuel Y Huang

  3. Exploring Depression and Nutritional Covariates Amongst US Adults using Shapely Additive Explanations

    Article • Health Science Reports, October 2023, Wiley

    Dr. Samuel Y Huang

  4. Evaluating Apgar Scores as Predictors of Newborn Health Issues

    Article • September 2023, Research Square

    Dr. Samuel Y Huang

  5. 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

    Article • Health Science Reports, August 2023, Wiley

    Dr. Samuel Y Huang

  6. Using Advanced Forecasting Models to Understand Obesity Trends in U.S. Adults

    Article • Obesity Science & Practice, July 2023, Wiley

    Dr. Samuel Y Huang

  7. 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

    Article • PLoS ONE, July 2023, PLOS

    Dr. Samuel Y Huang

  8. Diabetes is associated with increased risk of death in COVID‐19 hospitalizations in Mexico 2020: A retrospective cohort study

    Article • Health Science Reports, July 2023, Wiley

    Dr. Samuel Y Huang

  9. Use of machine learning to identify risk factors for insomnia

    Article • PLoS ONE, April 2023, PLOS

    Dr. Samuel Y Huang

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

    Article • Health Science Reports, April 2023, Wiley

    Dr. Samuel Y Huang

  11. Hospitalized COVID‐19 patients with diabetes have an increased risk for pneumonia, intensive care unit requirement, intubation, and death: A cross‐sectional cohort study in Mexico in 2020

    Article • Health Science Reports, April 2023, Wiley

    Dr. Samuel Y Huang

  12. Using simulations and explanations to make medical machine learning more reliable for heart disease

    Article • PLoS ONE, February 2023, PLOS

    Dr. Samuel Y Huang