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Enhancing health research with machine learning

Practical case studies using the All of Us Researcher Workbench

Holt, J. R., Carter, J., Preble, E., Cates, S. C., Brannock, D., Long, M., McCarthy, J., Leiva, L. Z., Vishwanatha, J. K., Syed, T., Burge, L., Mallet, R. T., Kowalczyk, S., Uhrig, J. D., & Lewis, M. A. (2025). Enhancing health research with machine learning: Practical case studies using the All of Us Researcher Workbench. Data Science in Science, 4(1), Article 2523871. https://doi.org/10.1080/26941899.2025.2523871

10.1080/26941899.2025.2523871

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RTI shares its evidence-based research - through peer-reviewed publications and media - to ensure that it is accessible for others to build on, in line with our mission and scientific standards.

Meet the Experts

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Megan A. Lewis

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Jennifer Uhrig

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Sheryl C. Cates

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Edward A. Preble

Recent Publications

Article

Patient-reported outcome improvements following scalp hair regrowth among patients with Alopecia Areata: analysis of the ALLEGRO-2b/3 trial

December 2025
Article

Plain language summary of mortality rates of patients with Parkinson’s disease psychosis who were treated either with pimavanserin or with different second-generation (atypical) antipsychotics

December 2025
Article

Sex-dependent role of Neuropeptide-S on anxiety, fear conditioning, and alcohol seeking in alcohol preferring rats

November 2025
Article

Experiences with COVID-19 Pandemic in the Spinal Cord Injury Community: The role of nodule nonrhizobial bacteria in hormonal and nutritional regulation under stress https://doi.org/10.1016/j.micres.2025.128192

October 2025
Article

Prenatal PFAS exposure and outcomes related to maternal gut microbiome composition in later pregnancy

August 2025
Article

Comprehensive communication for a Syndemic approach to HIV care: A framework for enhancing health communication messages for people living with HIV

August 2025
Article

Examining the association between exposure to the #ShesWell campaign and Black women’s conversations with healthcare providers about pre-exposure prophylaxis (PrEP).

August 2025
Article

Investigating the validity of picture-based assessments across cultures and contexts: Evidence from young children in Kenya and the United States

August 2025
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