Alex Huang

Title(s)	Associate Professor Of Clinical, Ophthalmology
School	Vc-health Sciences-schools
Address	9500 Gilman Drive # La Jolla CA 92093
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Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.

Comparison of model feature importance statistics to identify covariates that contribute most to model accuracy in prediction of insomnia. PLoS One. 2024; 19(7):e0306359. Huang AA, Huang SY. PMID: 38954735; PMCID: PMC11218970.

View in: PubMed Mentions: Fields:
Med Medicine (General)Sci Science
Translation:Humans
Application of a transparent artificial intelligence algorithm for US adults in the obese category of weight. PLoS One. 2024; 19(5):e0304509. Huang AA, Huang SY. PMID: 38820332; PMCID: PMC11142543.

View in: PubMed Mentions: Fields:
Med Medicine (General)Sci Science
Translation:Humans
Where you live matters: Area deprivation predicts poor survival and liver transplant waitlisting. Am J Transplant. 2024 May; 24(5):803-817. Hasjim BJ, Huang AA, Paukner M, Polineni P, Harris A, Mohammadi M, Kershaw KN, Banea T, VanWagner LB, Zhao L, Mehrotra S, Ladner DP. PMID: 38346498; PMCID: PMC11070293.

View in: PubMed Mentions: Fields:
Tra Transplantation
Translation:Humans
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. Cureus. 2023 Dec; 15(12):e50982. Huang SY, Johnathan R, Shah N, Srivastava P, Huang AA, Gress F. PMID: 38259398; PMCID: PMC10801675.

View in: PubMed Mentions:
Covariate dependent Markov chains constructed with gradient boost modeling can effectively generate long-term predictions of obesity trends. BMC Res Notes. 2023 Nov 24; 16(1):346. Huang AA, Huang SY. PMID: 38001467; PMCID: PMC10668339.

View in: PubMed Mentions: Fields:
Bio Biology Med Medicine (General)
Translation:Humans
Use of feature importance statistics to accurately predict asthma attacks using machine learning: A cross-sectional cohort study of the US population. PLoS One. 2023; 18(11):e0288903. Huang AA, Huang SY. PMID: 37992024; PMCID: PMC10664888.

View in: PubMed Mentions: 1 Fields:
Med Medicine (General)Sci Science
Translation:Humans
Shapely additive values can effectively visualize pertinent covariates in machine learning when predicting hypertension. J Clin Hypertens (Greenwich). 2023 12; 25(12):1135-1144. Huang AA, Huang SY. PMID: 37971610; PMCID: PMC10710553.

View in: PubMed Mentions: 2 Fields:
Vas Vascular Diseases
Translation:Humans
Exploring Depression and Nutritional Covariates Amongst US Adults using Shapely Additive Explanations. Health Sci Rep. 2023 Oct; 6(10):e1635. Huang AA, Huang SY. PMID: 37867784; PMCID: PMC10588337.

View in: PubMed Mentions: 3
Technical Report: Machine-Learning Pipeline for Medical Research and Quality-Improvement Initiatives. Cureus. 2023 Oct; 15(10):e46549. Huang AA, Huang SY. PMID: 37933338; PMCID: PMC10625496.

View in: PubMed Mentions: 1
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. Health Sci Rep. 2023 Aug; 6(8):e1473. Huang AA, Huang SY. PMID: 37554955; PMCID: PMC10405577.

View in: PubMed Mentions: 5
Stochastic modeling of obesity status in United States adults using Markov Chains: A nationally representative analysis of population health data from 2017-2020. Obes Sci Pract. 2023 Dec; 9(6):653-660. Huang AA, Huang SY. PMID: 38090680; PMCID: PMC10712400.

View in: PubMed Mentions: 1
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. PLoS One. 2023; 18(7):e0288819. Huang AA, Huang SY. PMID: 37471315; PMCID: PMC10358877.

View in: PubMed Mentions: 2 Fields:
Med Medicine (General)Sci Science
Translation:Humans
Quantification of the Relationship of Pyridoxine and Spirometry Measurements in the United States Population. Curr Dev Nutr. 2023 Aug; 7(8):100078. Huang AA, Huang SY. PMID: 37529119; PMCID: PMC10387570.

View in: PubMed Mentions: 2
Diabetes is associated with increased risk of death in COVID-19 hospitalizations in Mexico 2020: A retrospective cohort study. Health Sci Rep. 2023 Jul; 6(7):e1416. Huang AA, Huang SY. PMID: 37415678; PMCID: PMC10320697.

View in: PubMed Mentions: 1
Computation of the distribution of model accuracy statistics in machine learning: Comparison between analytically derived distributions and simulation-based methods. Health Sci Rep. 2023 Apr; 6(4):e1214. Huang AA, Huang SY. PMID: 37091362; PMCID: PMC10119581.

View in: PubMed Mentions: 12
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. Health Sci Rep. 2023 Apr; 6(4):e1222. Huang AA, Huang SY. PMID: 37081996; PMCID: PMC10112272.

View in: PubMed Mentions: 6
Use of machine learning to identify risk factors for coronary artery disease. PLoS One. 2023; 18(4):e0284103. Huang AA, Huang SY. PMID: 37058460; PMCID: PMC10104376.

View in: PubMed Mentions: 5 Fields:
Med Medicine (General)Sci Science
Translation:Humans
Use of machine learning to identify risk factors for insomnia. PLoS One. 2023; 18(4):e0282622. Huang AA, Huang SY. PMID: 37043435; PMCID: PMC10096447.

View in: PubMed Mentions: 16 Fields:
Med Medicine (General)Sci Science
Translation:Humans
Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations. PLoS One. 2023; 18(2):e0281922. Huang AA, Huang SY. PMID: 36821544; PMCID: PMC9949629.

View in: PubMed Mentions: 19 Fields:
Med Medicine (General)Sci Science
Translation:Humans
Quantification of the Effect of Vitamin E Intake on Depressive Symptoms in United States Adults Using Restricted Cubic Splines. Curr Dev Nutr. 2023 Feb; 7(2):100038. Huang AA, Huang SY. PMID: 37180089; PMCID: PMC10111581.

View in: PubMed Mentions: 6
Pilot Study of Lamina Cribrosa Intensity Measurements in Glaucoma Using Swept-Source Optical Coherence Tomography. J Glaucoma. 2017 Feb; 26(2):138-143. Srinivas S, Dastiridou A, Durbin MK, Nittala MG, Huang AA, Tan JC, Francis BA, Sadda SR, Chopra V. PMID: 27977479.

View in: PubMed Mentions: Fields:
Oph Ophthalmology
Translation:Humans