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The MELD-Plus: A generalizable prediction risk score in cirrhosis

PloS one, 2017-10, Vol.12 (10), p.e0186301-e0186301

2017

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Progression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories

Nature communications, 2022-03, Vol.13 (1), p.1514-1514, Article 1514

2022

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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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Inherited basis of visceral, abdominal subcutaneous and gluteofemoral fat depots

Nature communications, 2022-06, Vol.13 (1), p.3771-3771, Article 3771

2022

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BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases

Nature communications, 2023-01, Vol.14 (1), p.266-266, Article 266

2023

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Cross-modal autoencoder framework learns holistic representations of cardiovascular state

Nature communications, 2023-04, Vol.14 (1), p.2436-2436, Article 2436

2023

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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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Analysis of factors associated with extended recovery time after colonoscopy

PloS one, 2018-06, Vol.13 (6), p.e0199246-e0199246

2018

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Prediction performance and fairness heterogeneity in cardiovascular risk models

Scientific reports, 2022-07, Vol.12 (1), p.12542-12542, Article 12542

2022

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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

JAMA network open, 2020-04, Vol.3 (4), p.e203959-e203959

2020

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Rare Genetic Variants Associated With Sudden Cardiac Death in Adults

Journal of the American College of Cardiology, 2019-11, Vol.74 (21), p.2623-2634

2019

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Deep learning of left atrial structure and function provides link to atrial fibrillation risk

Nature communications, 2024-05, Vol.15 (1), p.4304-4304, Article 4304

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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Association of the Interaction Between Familial Hypercholesterolemia Variants and Adherence to a Healthy Lifestyle With Risk of Coronary Artery Disease

JAMA network open, 2022-03, Vol.5 (3), p.e222687-e222687

2022

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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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Quantifying and Understanding the Higher Risk of Atherosclerotic Cardiovascular Disease Among South Asian Individuals: Results From the UK Biobank Prospective Cohort Study

Circulation (New York, N.Y.), 2021-08, Vol.144 (6), p.410-422

2021

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Lp(a) (Lipoprotein[a]) Concentrations and Incident Atherosclerotic Cardiovascular Disease: New Insights From a Large National Biobank

Arteriosclerosis, thrombosis, and vascular biology, 2021-01, Vol.41 (1), p.465

2021

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Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators

American journal of epidemiology, 2024-07

2024

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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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Genome-Wide Polygenic Score, Clinical Risk Factors, and Long-Term Trajectories of Coronary Artery Disease

Arteriosclerosis, thrombosis, and vascular biology, 2020-11, Vol.40 (11), p.2738

2020

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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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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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Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density

Circulation Cardiovascular quality and outcomes, 2016-11, Vol.9 (6), p.649-658

2016

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The MELD-Plus: A generalizable prediction risk score in cirrhosis

Progression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories

Personalized treatment options for chronic diseases using precision cohort analytics

Inherited basis of visceral, abdominal subcutaneous and gluteofemoral fat depots

BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases

Cross-modal autoencoder framework learns holistic representations of cardiovascular state

Systematically exploring repurposing effects of antihypertensives

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

Analysis of factors associated with extended recovery time after colonoscopy

Prediction performance and fairness heterogeneity in cardiovascular risk models

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

Rare Genetic Variants Associated With Sudden Cardiac Death in Adults

Deep learning of left atrial structure and function provides link to atrial fibrillation risk

Identifying unreliable predictions in clinical risk models

Association of the Interaction Between Familial Hypercholesterolemia Variants and Adherence to a Healthy Lifestyle With Risk of Coronary Artery Disease

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

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

Quantifying and Understanding the Higher Risk of Atherosclerotic Cardiovascular Disease Among South Asian Individuals: Results From the UK Biobank Prospective Cohort Study

Lp(a) (Lipoprotein[a]) Concentrations and Incident Atherosclerotic Cardiovascular Disease: New Insights From a Large National Biobank

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators

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

Genome-Wide Polygenic Score, Clinical Risk Factors, and Long-Term Trajectories of Coronary Artery Disease

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

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

Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density

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