Clinical Research

The foundation of our clinical rigor

Proven science drives everything we do. Through rigorous research, we demonstrate how our health technology delivers real results: better patient outcomes, greater value for healthcare systems, and more advanced AI capabilities.  Key areas include:

AI

Our AI transforms complex health data into personalized insights and guidance when individuals need it most.

CGM

We convert continuous glucose data into personalized guidance that elevates traditional diabetes care standards.

Cardiometabolic

We address interconnected health conditions, turning digital engagement into measurable clinical improvements.

Diabetes complexities

We offer FDA-cleared solutions for T1 and T2 diabetes that simplify treatment while addressing daily health challenges.

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Poster
Healthcare Models and Frameworks
Outcomes: Glycemic
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Integration of the Glucose Management Indicator (GMI) into the electronic health record through a diabetes-cardiometabolic digital health app

Article
Artificial Intelligence (AI)
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Personalized Cardiometabolic Care Powered by Artificial Intelligence

Article
Artificial Intelligence (AI)
Engagement
Integrated Care Models
Population Health
Real World Evidence
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Digital Health and AI: RDN Path to Success

Article
Health Equity
Outcomes: All
Outcomes: Blood Pressure
Outcomes: Glycemic
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Comorbidities And Reducing InEquitieS (CARES): Feasibility of self-monitoring and community health worker support in management of comorbidities among Black breast and prostate cancer patients

Poster
Artificial Intelligence (AI)
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Methods, Analysis, and Insights from a State-Of-The-Art Large Glucose Model

Poster
Engagement
Integrated Care Models
Outcomes: All
Outcomes: Glycemic
Population Health
Real World Evidence
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eHealth-Assisted Lay Health Coaching for Diabetes Self-Management Support

Poster
Artificial Intelligence (AI)
Engagement
Outcomes: All
Outcomes: Glycemic
Real World Evidence
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Using Early Engagement Data from a Digital Health Solution to Predict Future Health Outcomes

Presentation
Artificial Intelligence (AI)
Outcomes: All
Outcomes: Weight
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Using an Automated, Real-time Data Enabled Feature Engineering Process to Predict Future Weight Outcomes

Article
Artificial Intelligence (AI)
Engagement
Healthcare Economics & Outcomes
Integrated Care Models
Outcomes: All
Outcomes: Glycemic
Population Health
Randomized Clinical Trial
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WellDoc mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction

Poster
Engagement
Health Equity
Healthcare Economics & Outcomes
Integrated Care Models
Outcomes: All
Outcomes: Glycemic
Population Health
Real World Evidence
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Using a Digital Health Solution to Scale Diabetes Self Care across the State of Montana

Poster
Outcomes: All
Outcomes: Blood Pressure
Real World Evidence
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Use of a Diabetes Digital Health Solution Leads to Improvements in Cardiometabolic Outcomes

Poster
Artificial Intelligence (AI)
Engagement
Healthcare Economics & Outcomes
Outcomes: All
Outcomes: Glycemic
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Type 2 Diabetes Hypoglycemia Prediction: Using SMBG Data & Probabilistic Methods

Presentation
Artificial Intelligence (AI)
Engagement
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Using Early Engagement Data from a Digital Health Solution to Predict Future Engagement Patterns

Poster
Artificial Intelligence (AI)
Healthcare Economics & Outcomes
Outcomes: All
Outcomes: Glycemic
Population Health
Real World Evidence
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Using Early Engagement Data from a Digital Health Solution to Predict Future Glycemia Risk Index (GRI)

Poster
Outcomes: All
Outcomes: Glycemic
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Use of a Digital Health Tool to Support People with Diabetes Who Inject Bolus Insulin Improves the Glycemia Risk Index and Time in Tight Range

Poster
Integrated Care Models
Outcomes: All
Outcomes: Glycemic
Real World Evidence
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Transform Your DSME/S Program: Leverage the Value of Mobile Health

Article
Engagement
Integrated Care Models
Population Health
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Technology to Overcome Therapeutic Inertia

Presentation
Artificial Intelligence (AI)
Engagement
Health Equity
Healthcare Economics & Outcomes
Outcomes: All
Outcomes: Glycemic
Real World Evidence
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The Combined use of rtCGM and a Digital Health Tool Positively Impacts ADCES-7 Behaviors

Presentation
Artificial Intelligence (AI)
Engagement
Healthcare Economics & Outcomes
Outcomes: All
Outcomes: Glycemic
Real World Evidence
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Real-world Digital Health Data Demonstrate the Utility of the Glycemia Risk Index (GRI) as a Composite CGM Metric

Article
Artificial Intelligence (AI)
Engagement
Integrated Care Models
Outcomes: All
Outcomes: Blood Pressure
Outcomes: Glycemic
Outcomes: Weight
Population Health
Real World Evidence
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The Critical Elements of Digital Health in Diabetes and Cardiometabolic Care

Poster
Artificial Intelligence (AI)
Outcomes: All
Outcomes: Blood Pressure
Outcomes: Weight
Population Health
Real World Evidence
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The Use of a Digital Health Tool with AI-coaching for Patients Enrolled in a Virtual Diabetes Program is Associated with Improvements in Weight and Blood Pressure

Poster
Artificial Intelligence (AI)
Healthcare Economics & Outcomes
Outcomes: All
Outcomes: Glycemic
Real World Evidence
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The Use of a Novel CGM-Informed Insulin Bolus Calculator Mobile Application by People with Type 1 and Type 2 Diabetes Improves Time in Range

Article
Engagement
Health Equity
Healthcare Economics & Outcomes
Integrated Care Models
Outcomes: All
Outcomes: Glycemic
Population Health
Randomized Clinical Trial
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The Impact of a Mobile Diabetes Health Intervention on Diabetes Distress and Depression Among Adults: Secondary Analysis of a Cluster Randomized Controlled Trial

Poster
Engagement
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Use of a Digital Health Tool to Amplify Patient Engagement with the ADCES7 Self-Care Behaviors®

Presentation
Engagement
Outcomes: All
Outcomes: Glycemic
Real World Evidence
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The Use of a Real-time CGM and Digital Health Solution Lowered A1C in People with Type 2 Diabetes

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