NIH-funded research NIH-funded research

Advanced Methods & Modeling for Better Patient Care

Official title: Advanced Methods & Modeling (AMMC)

Funded at Washington University · NIH-11651288 · Data updated 2026-11-12

A funding opportunity focused on developing new modeling methods to improve health care for patients through better data use and analytics.

Quick facts

Grant typeNIH-funded research
Study typeNIH-funded research
Funding institutionWashington University
NIH-funded
Lab location1 site (Saint Louis, United States)
Project startSeptember 13, 2024
Project endJuly 31, 2028
Funding year2026
Award (this year)$631,253
NIH project number3UM2HD116395-03S2
Project IDNIH-11651288 on NIH RePORTER

Who could benefit from this research

Could help

Patients who want to contribute de-identified health data or participate in data-driven research collaborations could be eligible if their condition aligns with the study goals.

Less likely to help

Patients not involved in or directly impacted by data-driven modeling efforts may see little direct benefit.

What this research studies

This grant supports developing advanced methods and modeling approaches that could help clinicians make smarter decisions and improve patient outcomes. It involves collaboration across teams at Washington University and aims to translate complex data into practical tools for care. If you have a health condition and participate in data-driven projects, your information could contribute to more accurate predictions and safer treatments in the future.

Why it matters

Potential benefit: Potentially faster, more personalized and safer medical decisions based on improved data models.

How similar studies have gone: Similar modeling approaches have shown promise in improving clinical decision support in various areas, with ongoing validation in real-world settings.

Where this research is happening

  • Washington University
    Saint Louis, United States
    Active

Researchers

  • Principal investigator: Geng, Elvin H. — Washington University
  • Study coordinator: Geng, Elvin H.

Related research

Other NIH-funded projects on the same topics.

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page.
Last reviewed 2026-11-14 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.