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Clustervision: Visual Supervision of Unsupervised Clustering

IEEE transactions on visualization and computer graphics, 2018-01, Vol.24 (1), p.142-151

2018

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IEEE_Xplore

Personalized treatment options for chronic diseases using precision cohort analytics

Scientific reports, 2021-01, Vol.11 (1), p.1139-1139, Article 1139

2021

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Systematically exploring repurposing effects of antihypertensives

Pharmacoepidemiology and drug safety, 2022-09, Vol.31 (9), p.944-952

2022

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Bias formulas for violations of proximal identification assumptions in a linear structural equation model

Journal of causal inference, 2024-06, Vol.12 (1), p.1175-91

2024

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Identifying unreliable predictions in clinical risk models

NPJ digital medicine, 2020-01, Vol.3 (1), p.8-8, Article 8

2020

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Human-centered explainability for life sciences, healthcare, and medical informatics

Patterns (New York, N.Y.), 2022-05, Vol.3 (5), p.100493-100493, Article 100493

2022

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Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk

NPJ digital medicine, 2022-07, Vol.5 (1), p.105-105, Article 105

2022

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Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach

IEEE transactions on knowledge and data engineering, 2020-07, Vol.32 (7), p.1276-1289

2020

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IEEE_Xplore

DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways

IEEE transactions on visualization and computer graphics, 2021-09, Vol.27 (9), p.3685-3700

2021

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IEEE_Xplore

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

Circulation Cardiovascular quality and outcomes, 2019-10, Vol.12 (10), p.e005114-e005114

2019

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Precision population analytics: population management at the point-of-care

Journal of the American Medical Informatics Association : JAMIA, 2021-03, Vol.28 (3), p.588-595

2021

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Quantifying and understanding the higher risk of atherosclerotic cardiovascular disease among South Asians — results from the UK Biobank prospective cohort study

Circulation (New York, N.Y.), 2021-07, Vol.144 (6), p.410-422

2021

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65-OR: Autoantibody Levels at Seroconversion Improve Prediction to Type 1 Diabetes Beyond Autoantibody Type and Number

Diabetes (New York, N.Y.), 2021-06, Vol.70 (Supplement_1)

2021

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Abstract 14826: Increased Risk of Coronary Artery Disease Among South Asians in a National Biobank

Circulation (New York, N.Y.), 2020-11, Vol.142 (Suppl_3 Suppl 3), p.A14826-A14826

2020

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Disease network delineates the disease progression profile of cardiovascular diseases

Journal of biomedical informatics, 2021-03, Vol.115, p.103686-103686, Article 103686

2021

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1258-P: Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals with Presymptomatic Type 1 Diabetes

Diabetes (New York, N.Y.), 2022-06, Vol.71 (Supplement_1)

2022

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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

Diabetes care, 2021-10, Vol.44 (10), p.2269-2276

2021

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Abstract 9669: Association of Pathogenic DNA Variants for Cardiomyopathy With Cardiovascular Disease Outcomes and All-Cause Mortality

Circulation (New York, N.Y.), 2021-11, Vol.144 (Suppl_1)

2021

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Abstract 12760: Association of Machine Learning-Derived Measures of Body Fat Distribution in >40,000 Individuals With Cardiometabolic Diseases

Circulation (New York, N.Y.), 2021-11, Vol.144 (Suppl_1)

2021

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1690-P: Predicting Onset of Type 1 Diabetes Using a Novel Interaction Model

Diabetes (New York, N.Y.), 2019-06, Vol.68 (Supplement_1)

2019

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Noninvasive assessment of organ-specific and shared pathways in multi-organ fibrosis using T1 mapping

Nature medicine, 2024-06, Vol.30 (6), p.1749-1760

2024

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Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning

The Lancet. Digital health, 2021-09, Vol.3 (9), p.e555-e564

2021

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211-OR: Analysis of Longitudinal Autoantibody Profiles and the Progression Rates to Type 1 Diabetes

Diabetes (New York, N.Y.), 2019-06, Vol.68 (Supplement_1)

2019

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Performance of Atrial Fibrillation Risk Prediction Models in Over Four Million Individuals

Circulation. Arrhythmia and electrophysiology, 2020-12, Vol.14 (1), p.e008997-e008997

2020

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163-OR: Sensitivity Analysis of Alternate Definitions of Multiple Islet Autoantibody Positivity

Diabetes (New York, N.Y.), 2019-06, Vol.68 (Supplement_1)

2019

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Clustervision: Visual Supervision of Unsupervised Clustering

Personalized treatment options for chronic diseases using precision cohort analytics

Systematically exploring repurposing effects of antihypertensives

Bias formulas for violations of proximal identification assumptions in a linear structural equation model

Identifying unreliable predictions in clinical risk models

Human-centered explainability for life sciences, healthcare, and medical informatics

Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk

Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach

DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways

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

Precision population analytics: population management at the point-of-care

Quantifying and understanding the higher risk of atherosclerotic cardiovascular disease among South Asians — results from the UK Biobank prospective cohort study

65-OR: Autoantibody Levels at Seroconversion Improve Prediction to Type 1 Diabetes Beyond Autoantibody Type and Number

Abstract 14826: Increased Risk of Coronary Artery Disease Among South Asians in a National Biobank

Disease network delineates the disease progression profile of cardiovascular diseases

1258-P: Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals with Presymptomatic Type 1 Diabetes

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

Abstract 9669: Association of Pathogenic DNA Variants for Cardiomyopathy With Cardiovascular Disease Outcomes and All-Cause Mortality

Abstract 12760: Association of Machine Learning-Derived Measures of Body Fat Distribution in >40,000 Individuals With Cardiometabolic Diseases

1690-P: Predicting Onset of Type 1 Diabetes Using a Novel Interaction Model

Noninvasive assessment of organ-specific and shared pathways in multi-organ fibrosis using T1 mapping

Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning

211-OR: Analysis of Longitudinal Autoantibody Profiles and the Progression Rates to Type 1 Diabetes

Performance of Atrial Fibrillation Risk Prediction Models in Over Four Million Individuals

163-OR: Sensitivity Analysis of Alternate Definitions of Multiple Islet Autoantibody Positivity

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