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Kenney Ng · SciRah

Researcher profile · Semantic Scholar

Kenney Ng

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Kenney Ng — researcher profile on SciRah

h-index: 40
Works: 129
Citations: 4,978

Most-cited papers

Lipoprotein(a) concentrations and incident atherosclerotic cardiovascular disease: new insights from a large national biobank
A. Patel, Min-Xian Wang, J. Pirruccello, P. Ellinor +3 more
2020Arteriosclerosis, Thrombosis and Vascular Biology444 citations Open access
Semantic Scholar
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models
Josua Krause, Adam Perer, Kenney Ng
2016International Conference on Human Factors in Computing Systems423 citations
Semantic Scholar
Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions
A. Fahed, Min-Xian Wang, J. Homburger, A. Patel +13 more
2020Nature Communications398 citations Open access
Semantic Scholar
Quantifying and understanding the higher risk of atherosclerotic cardiovascular disease among South Asians — results from the UK Biobank prospective cohort study
A. Patel, Min-Xian Wang, U. Kartoun, Kenney Ng +1 more
2021Circulation153 citations Open access
Semantic Scholar
Clustervision: Visual Supervision of Unsupervised Clustering
Bum Chul Kwon, Benjamin Eysenbach, Janu Verma, Kenney Ng +3 more
2018IEEE Transactions on Visualization and Computer Graphics132 citations
Semantic Scholar
Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time before Diagnosis, Data Diversity, Data Quantity and Data Density
Kenney Ng, S. Steinhubl, C. Defilippi, S. Dey +1 more
2016Circulation. Cardiovascular Quality and Outcomes106 citations Open access
Semantic Scholar
Genetic analysis of right heart structure and function in 40,000 people
J. Pirruccello, Paolo Di Achille, V. Nauffal, M. Nekoui +46 more
2021Nature Genetics100 citations Open access
Semantic Scholar
Cross-modal autoencoder framework learns holistic representations of cardiovascular state
Adityanarayanan Radhakrishnan, S. Friedman, S. Khurshid, Kenney Ng +4 more
2023Nature Communications97 citations Open access
Semantic Scholar
Association 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
A. Patel, Min-Xian Wang, A. Fahed, H. Mason-Suares +14 more
2020JAMA Network Open94 citations Open access
Semantic Scholar
BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases
Saaket Agrawal, M. Klarqvist, N. Diamant, T. Stanley +8 more
2023Nature Communications93 citations Open access
Semantic Scholar
A Genome-wide Polygenic Score, Clinical Risk Factors, and Long-term Trajectories of Coronary Artery Disease
G. Hindy, K. Aragam, Kenney Ng, M. Chaffin +7 more
2020Arteriosclerosis, Thrombosis and Vascular Biology91 citations Open access
Semantic Scholar
Genetics of myocardial interstitial fibrosis in the human heart and association with disease
V. Nauffal, Paolo Di Achille, M. Klarqvist, J. Cunningham +14 more
2021Nature Genetics78 citations Open access
Semantic Scholar
Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning.
K. Severson, Lana M. Chahine, L. Smolensky, Murtaza Dhuliawala +4 more
2021The Lancet Digital Health71 citations Open access
Semantic Scholar
The MELD-Plus: A generalizable prediction risk score in cirrhosis
U. Kartoun, K. Corey, Tracey G. Simon, Hui Zheng +3 more
2017PLoS ONE69 citations Open access
Semantic Scholar
Islet 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.
V. Anand, Ying Li, Bin Liu, Mohamed Ghalwash +15 more
2021Diabetes Care60 citations Open access
Semantic Scholar
DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways
Bum Chul Kwon, V. Anand, K. Severson, Soumya Ghosh +4 more
2019IEEE Transactions on Visualization and Computer Graphics59 citations Open access
Semantic Scholar
Early Detection of Heart Failure with Varying Prediction Windows by Structured and Unstructured Data in Electronic Health Records
Ya-Juan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu +5 more
2015Annual International Conference of the IEEE Engineering in Medicine and Biology Society58 citations Open access
Semantic Scholar
Unsupervised learning with contrastive latent variable models
K. Severson, Soumya Ghosh, Kenney Ng
2018AAAI Conference on Artificial Intelligence56 citations Open access
Semantic Scholar
Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data
Divya Ramamoorthy, K. Severson, Soumya Ghosh, K. Sachs +6 more
2022Nature Computational Science55 citations Open access
Semantic Scholar
Performance of Atrial Fibrillation Risk Prediction Models in Over Four Million Individuals
S. Khurshid, U. Kartoun, J. Ashburner, L. Trinquart +5 more
2020Circulation: Arrhythmia and Electrophysiology52 citations Open access
Semantic Scholar
Recurrent 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
Robert Chen, W. Stewart, Jimeng Sun, Kenney Ng +1 more
2019Circulation. Cardiovascular Quality and Outcomes51 citations Open access
Semantic Scholar
Human-centered explainability for life sciences, healthcare, and medical informatics
S. Dey, P. Chakraborty, Bum Chul Kwon, Amit Dhurandhar +6 more
2022Patterns48 citations Open access
Semantic Scholar
Design and user experience testing of a polygenic score report: a qualitative study of prospective users
Deanna G. Brockman, Lia Petronio, J. Dron, Bum Chul Kwon +10 more
2021BMC Medical Genomics47 citations Open access
Semantic Scholar
Selection of 51 predictors from 13,782 candidate multimodal features using machine learning improves coronary artery disease prediction
Saaket Agrawal, M. Klarqvist, C. Emdin, A. Patel +6 more
2021Patterns42 citations Open access
Semantic Scholar
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach
Bin Liu, Y. Li, Zhaonan Sun, Soumya Ghosh +1 more
2018AAAI Conference on Artificial Intelligence42 citations Open access
Semantic Scholar
Rare Genetic Variants Associated with Sudden Cardiac Death in Adults
A. Khera, H. Mason-Suares, Deanna G. Brockman, Min-Xian Wang +23 more
2019Journal of the American College of Cardiology40 citations Open access
Semantic Scholar
Association of the Interaction Between Familial Hypercholesterolemia Variants and Adherence to a Healthy Lifestyle With Risk of Coronary Artery Disease
A. Fahed, Min-Xian Wang, A. Patel, E. Ajufo +7 more
2022JAMA Network Open39 citations Open access
Semantic Scholar
Clinical Implementation of Combined Monogenic and Polygenic Risk Disclosure for Coronary Artery Disease
Dimitri J. Maamari, Deanna G. Brockman, K. Aragam, R. Pelletier +11 more
2022JACC: Advances39 citations Open access
Semantic Scholar
Progression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories
Bum Chul Kwon, V. Anand, P. Achenbach, J. Dunne +9 more
2022Nature Communications36 citations Open access
Semantic Scholar
Personalized treatment options for chronic diseases using precision cohort analytics
Kenney Ng, U. Kartoun, Harry Stavropoulos, J. Zambrano +1 more
2021Scientific Reports36 citations Open access
Semantic Scholar
Identifying unreliable predictions in clinical risk models
P. Myers, Kenney Ng, K. Severson, U. Kartoun +4 more
2020npj Digital Medicine36 citations Open access
Semantic Scholar
Generative Oversampling with a Contrastive Variational Autoencoder
Wangzhi Dai, Kenney Ng, K. Severson, Wei Huang +2 more
2019Industrial Conference on Data Mining32 citations Open access
Semantic Scholar
Association of Pathogenic DNA Variants Predisposing to Cardiomyopathy With Cardiovascular Disease Outcomes and All-Cause Mortality.
A. Patel, J. Dron, Min-Xian Wang, J. Pirruccello +6 more
2022JAMA cardiology30 citations Open access
Semantic Scholar
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
K. Severson, Lana M. Chahine, L. Smolensky, Kenney Ng +2 more
2020medRxiv29 citations Open access
Semantic Scholar
Polygenic background modifies penetrance of monogenic variants conferring risk for coronary artery disease, breast cancer, or colorectal cancer
A. Fahed, Min-Xian Wang, J. Homburger, A. Patel +13 more
201926 citations Open access
Semantic Scholar
Titin truncating variants in adults without known congestive heart failure
J. Pirruccello, Alexander G. Bick, M. Chaffin, K. Aragam +8 more
2020Journal of the American College of Cardiology25 citations Open access
Semantic Scholar
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun +2 more
2018IEEE Transactions on Knowledge and Data Engineering23 citations Open access
Semantic Scholar
Prediction performance and fairness heterogeneity in cardiovascular risk models
U. Kartoun, S. Khurshid, Bum Chul Kwon, A. Patel +6 more
2022Scientific Reports22 citations Open access
Semantic Scholar
Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity.
Brigette I. Frohnert, Mohamed Ghalwash, Ying Li, Kenney Ng +8 more
2023Diabetes Care21 citations Open access
Semantic Scholar
Spatially Distinct Genetic Determinants of Aortic Dimensions Influence Risks of Aneurysm and Stenosis
M. Nekoui, J. Pirruccello, Paolo Di Achille, S. Choi +9 more
2022Journal of the American College of Cardiology20 citations Open access
Semantic Scholar
Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk
M. Klarqvist, Saaket Agrawal, N. Diamant, P. Ellinor +4 more
2022npj Digital Medicine18 citations Open access
Semantic Scholar
A genetic predictor to identify individuals with high lipoprotein(a) concentrations
J. Dron, Min-Xian Wang, A. Patel, U. Kartoun +3 more
2021Circulation Genomic and Precision Medicine18 citations Open access
Semantic Scholar
Precision population analytics: population management at the point-of-care
P. Tang, Sarah Miller, Harry Stavropoulos, U. Kartoun +2 more
2020J. Am. Medical Informatics Assoc.17 citations Open access
Semantic Scholar
Islet Autoantibody Type-Specific Titer Thresholds Improve Stratification of Risk of Progression to Type 1 Diabetes in Children.
Kenney Ng, Harry Stavropoulos, V. Anand, R. Veijola +8 more
2021Diabetes Care16 citations Open access
Semantic Scholar
Modeling Disease Progression Trajectories from Longitudinal Observational Data
Bum Chul Kwon, P. Achenbach, J. Dunne, W. Hagopian +5 more
2020American Medical Informatics Association Annual Symposium14 citations
Semantic Scholar
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups
Bum Chul Kwon, U. Kartoun, S. Khurshid, Mikhail Yurochkin +6 more
2022Visual ..12 citations Open access
Semantic Scholar
Curating and integrating user-generated health data from multiple sources to support healthcare analytics
C. Kakkanatt, M. Benigno, Margaret Jackson, Paul Huang +1 more
2018IBM Journal of Research and Development12 citations
Semantic Scholar
The Association of the First Surge of the COVID-19 Pandemic with the High- and Low-Value Outpatient Care Delivered to Adults in the USA
D. Levine, L. Samal, B. Neville, E. Burdick +11 more
2022Journal of general internal medicine11 citations Open access
Semantic Scholar
Quantifying the utility of islet autoantibody levels in the prediction of type 1 diabetes in children
Kenney Ng, V. Anand, Harry Stavropoulos, R. Veijola +9 more
2022Diabetologia11 citations Open access
Semantic Scholar
Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes
Bum Chul Kwon, P. Achenbach, V. Anand, B. Frohnert +9 more
2022Diabetes9 citations Open access
Semantic Scholar

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