Increased vigorous exercise and decreased sedentary activities are associated with decreased depressive symptoms in United States adults: Analysis of The National …
AA Huang, SY Huang - Health Science Reports, 2023 - Wiley Online Library
Background and aims Depression is a major public health concern that affects over 4% of
the global population. Identification of new nonpharmacologic recommendations will help …
the global population. Identification of new nonpharmacologic recommendations will help …
[HTML][HTML] Quantification of the Relationship of Pyridoxine and Spirometry Measurements in the United States Population
AA Huang, SY Huang - Current Developments in Nutrition, 2023 - Elsevier
Background There has been evidence to suggest associations between vitamins and lung
function. Objective This study aimed to examine the association between vitamin B6 and …
function. Objective This study aimed to examine the association between vitamin B6 and …
A Systematic Review and Meta-Analysis on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence
TU Wara, AH Fahad, AS Das, MMH Shawon - arXiv preprint arXiv …, 2024 - arxiv.org
Sleep is vital for people's physical and mental health, and sound sleep can help them focus
on daily activities. Therefore, a sleep study that includes sleep patterns and disorders is …
on daily activities. Therefore, a sleep study that includes sleep patterns and disorders is …
Comparison of model feature importance statistics to identify covariates that contribute most to model accuracy in prediction of insomnia
AA Huang, SY Huang - PloS one, 2024 - journals.plos.org
Importance Sleep is critical to a person's physical and mental health and there is a need to
create high performing machine learning models and critically understand how models rank …
create high performing machine learning models and critically understand how models rank …
Application of a transparent artificial intelligence algorithm for US adults in the obese category of weight
AA Huang, SY Huang - Plos one, 2024 - journals.plos.org
Objective and aims Identification of associations between the obese category of weight in
the general US population will continue to advance our understanding of the condition and …
the general US population will continue to advance our understanding of the condition and …
The roles of serum vitamin D and tobacco smoke exposure in insomnia: a cross-sectional study of adults in the United States
T Gao, M Hou, Q Wang, D Liu, F Chen, Y Xing… - Frontiers in …, 2023 - frontiersin.org
Aim Tobacco smoke exposure and vitamin D (VD) status were both associated with
insomnia. However, the combined effect of smoking and VD on insomnia has not been …
insomnia. However, the combined effect of smoking and VD on insomnia has not been …
Enhancing accuracy of sleep disorder with logistic regression model
Now-a-days, sleeping disorder are a topic of concern among the youth and person with
different health problems. It is important to note that sleep problems are not a recent …
different health problems. It is important to note that sleep problems are not a recent …
Development and Temporal Validation of an Electronic Medical Record-Based Insomnia Prediction Model Using Data from a Statewide Health Information Exchange
This study aimed to develop and temporally validate an electronic medical record (EMR)-
based insomnia prediction model. In this nested case-control study, we analyzed EMR data …
based insomnia prediction model. In this nested case-control study, we analyzed EMR data …
Enhancing digital health services: A machine learning approach to personalized exercise goal setting
Background The utilization of digital health has increased recently, and these services
provide extensive guidance to encourage users to exercise frequently by setting daily …
provide extensive guidance to encourage users to exercise frequently by setting daily …
[PDF][PDF] Unraveling Coronary Artery Disease Risk Factors: Insights from Machine Learning and Statistical Analysis
AA Huang, SY Huang - International Journal of …, 2024 - clinicsearchonline.org
Coronary artery disease (CAD) stands as a significant health challenge worldwide,
necessitating comprehensive efforts in risk factor identification to improve prevention and …
necessitating comprehensive efforts in risk factor identification to improve prevention and …