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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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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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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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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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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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Islet Autoantibody Type-Specific Titer Thresholds Improve Stratification of Risk of Progression to Type 1 Diabetes in Children

Diabetes care, 2022-01, Vol.45 (1), p.160-168

2022

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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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Quantifying the utility of islet autoantibody levels in the prediction of type 1 diabetes in children

Diabetologia, 2023-01, Vol.66 (1), p.93-104

2023

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Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes

Diabetes (New York, N.Y.), 2022-12, Vol.71 (12), p.2632-2641

2022

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Genetics of myocardial interstitial fibrosis in the human heart and association with disease

Nature genetics, 2023-05, Vol.55 (5), p.777-786

2023

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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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Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity

Diabetes care, 2023-10, Vol.46 (10), p.1753-1761

2023

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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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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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Prognostication and Outcome-specific Risk Factor Identification for Diabetes Care via Private-shared Multi-task Learning

2020 IEEE International Conference on Big Data (Big Data), 2020, p.1186-1195

2020

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

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

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

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

Islet Autoantibody Type-Specific Titer Thresholds Improve Stratification of Risk of Progression to Type 1 Diabetes in Children

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

Quantifying the utility of islet autoantibody levels in the prediction of type 1 diabetes in children

Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes

Genetics of myocardial interstitial fibrosis in the human heart and association with disease

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

Data-Driven Phenotyping of Presymptomatic Type 1 Diabetes Using Longitudinal Autoantibody Profiles

Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity

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

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

Prognostication and Outcome-specific Risk Factor Identification for Diabetes Care via Private-shared Multi-task Learning

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