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Author Details

Kenney Ng
Center for Computational Health
2014
52
18
PMIDPaper TitleJournal TitlePublished Year
36195673Quantifying the utility of islet autoantibody levels in the prediction of type 1 diabetes in children.Diabetologia2023
37081215Genetics of myocardial interstitial fibrosis in the human heart and association with disease.Nat Genet2023
37377635Exploring the link between Gilbert's syndrome and atherosclerotic cardiovascular disease: insights from a subpopulation-based analysis of over one million individuals.Eur Heart J Open2023
37105979Cross-modal autoencoder framework learns holistic representations of cardiovascular state.Nat Commun2023
36650173BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases.Nat Commun2023
36862942Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity.Diabetes Care2023
34758977Islet Autoantibody Type-Specific Titer Thresholds Improve Stratification of Risk of Progression to Type 1 Diabetes in Children.Diabetes Care2022
35544052Association of Pathogenic DNA Variants Predisposing to Cardiomyopathy With Cardiovascular Disease Outcomes and All-Cause Mortality.JAMA Cardiol2022
35607616Human-centered explainability for life sciences, healthcare, and medical informatics.Patterns (N Y)2022
35689299Systematically exploring repurposing effects of antihypertensives.Pharmacoepidemiol Drug Saf2022
36112006Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes.Diabetes2022
36002691The Association of the First Surge of the COVID-19 Pandemic with the High- and Low-Value Outpatient Care Delivered to Adults in the USA.J Gen Intern Med2022
36147540Clinical Implementation of Combined Monogenic and Polygenic Risk Disclosure for Coronary Artery Disease.JACC Adv2022
35869152Prediction performance and fairness heterogeneity in cardiovascular risk models.Sci Rep2022
35902171Spatially Distinct Genetic Determinants of Aortic Dimensions Influence Risks of Aneurysm and Stenosis.J Am Coll Cardiol2022
35896726Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk.NPJ Digit Med2022
35314671Progression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories.Nat Commun2022
35308982Impact of Clinical and Genomic Factors on COVID-19 Disease Severity.AMIA Annu Symp Proc2022
35308969State of the Art Causal Inference in the Presence of Extraneous Covariates: A Simulation Study.AMIA Annu Symp Proc2022
35244713Childhood Height Growth Rate Association With the Risk of Islet Autoimmunity and Development of Type 1 Diabetes.J Clin Endocrinol Metab2022
35294538Association of the Interaction Between Familial Hypercholesterolemia Variants and Adherence to a Healthy Lifestyle With Risk of Coronary Artery Disease.JAMA Netw Open2022
32275600DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways.IEEE Trans Vis Comput Graph2021
33522245Genetic Predictor to Identify Individuals With High Lipoprotein(a) Concentrations.Circ Genom Precis Med2021
33493631Disease network delineates the disease progression profile of cardiovascular diseases.J Biomed Inform2021
34950898Selection of 51 predictors from 13,782 candidate multimodal features using machine learning improves coronary artery disease prediction.Patterns (N Y)2021
34457127Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.AMIA Jt Summits Transl Sci Proc2021
34598685Design and user experience testing of a polygenic score report: a qualitative study of prospective users.BMC Med Genomics2021
34247495Quantifying and Understanding the Higher Risk of Atherosclerotic Cardiovascular Disease Among South Asian Individuals: Results From the UK Biobank Prospective Cohort Study.Circulation2021
34334334Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning.Lancet Digit Health2021
34162665Islet Autoimmunity and HLA Markers of Presymptomatic and Clinical Type 1 Diabetes: Joint Analyses of Prospective Cohort Studies in Finland, Germany, Sweden, and the U.S.Diabetes Care2021
33115266Lp(a) (Lipoprotein[a]) Concentrations and Incident Atherosclerotic Cardiovascular Disease: New Insights From a Large National Biobank.Arterioscler Thromb Vasc Biol2021
33180897Precision population analytics: population management at the point-of-care.J Am Med Inform Assoc2021
33441956Personalized treatment options for chronic diseases using precision cohort analytics.Sci Rep2021
33295794Performance of Atrial Fibrillation Risk Prediction Models in Over 4 Million Individuals.Circ Arrhythm Electrophysiol2021
32164899Titin Truncating Variants in Adults Without Known Congestive Heart Failure.J Am Coll Cardiol2020
31993506Identifying unreliable predictions in clinical risk models.NPJ Digit Med2020
32820175Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions.Nat Commun2020
32957805Genome-Wide Polygenic Score, Clinical Risk Factors, and Long-Term Trajectories of Coronary Artery Disease.Arterioscler Thromb Vasc Biol2020
32347951Association of Rare Pathogenic DNA Variants for Familial Hypercholesterolemia, Hereditary Breast and Ovarian Cancer Syndrome, and Lynch Syndrome With Disease Risk in Adults According to Family History.JAMA Netw Open2020
31610714Recurrent Neural Networks for Early Detection of Heart Failure From Longitudinal Electronic Health Record Data: Implications for Temporal Modeling With Respect to Time Before Diagnosis, Data Density, Data Quantity, and Data Type.Circ Cardiovasc Qual Outcomes2019
31727422Rare Genetic Variants Associated With Sudden Cardiac Death in Adults.J Am Coll Cardiol2019
28866567Clustervision: Visual Supervision of Unsupervised Clustering.IEEE Trans Vis Comput Graph2018
29927978Analysis of factors associated with extended recovery time after colonoscopy.PLoS One2018
29069090The MELD-Plus: A generalizable prediction risk score in cirrhosis.PLoS One2017
28269847Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records.AMIA Annu Symp Proc2017
28263940Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density.Circ Cardiovasc Qual Outcomes2016
26736807Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.Annu Int Conf IEEE Eng Med Biol Soc2015
26306255Personalized Predictive Modeling and Risk Factor Identification using Patient Similarity.AMIA Jt Summits Transl Sci Proc2015
26262355Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics.Stud Health Technol Inform2015
26306266Prescription Extraction from Clinical Notes: Towards Automating EMR Medication Reconciliation.AMIA Jt Summits Transl Sci Proc2015
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University of Illinois Urbana-Champaign.
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Co-authored papers 3
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Co-authored papers 3
Vanderbilt University
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Moderna Inc.
Co-authored papers 2
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Vanderbilt-Ingram Cancer Center, Vanderbilt University
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Stanford Center for Clinical Research, Stanford University School of Medicine
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Human-Computer Interaction Institute, Carnegie Mellon University
Co-authored papers 1
Vanderbilt University Medical Center
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Emory University
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