NIH-funded research R01 grant

AI-powered 3D tools to improve Parkinson’s care

Official title: Scalable and Affordable Artificial Intelligence-driven Clinical Decision Support for Movement Disorders

Funded at Emory University · NIH-11450678 · Data updated 2026-11-12

A new AI-based system uses 3D data to help doctors diagnose and manage Parkinson’s disease, with a focus on rural patients who often have limited access to specialists.

Quick facts

Grant typeR01 grant
Study typeNIH-funded research
Funding institutionEmory University
NIH-funded
Lab location1 site (Atlanta, United States)
Project startSeptember 1, 2026
Project endAugust 31, 2031
Funding year2026
Award (this year)$618,523
NIH project number1R01NS146515-01A1
Project IDNIH-11450678 on NIH RePORTER

Who could benefit from this research

Could help

People living with Parkinson’s disease or suspected PD who may benefit from AI-assisted diagnostic and management support.

Less likely to help

Patients with conditions unlikely to be PD or those not using digital health technologies may see limited benefit.

What this research studies

This project aims to integrate 3D modeling and AI into everyday clinical practice for people with Parkinson’s disease. It focuses on making diagnoses more accurate, predicting outcomes, and guiding personalized treatment while improving workflow for clinicians. The effort will be tested in real-world settings to ensure the technology works in diverse care environments, including low-resource areas. By addressing barriers like black-box concerns and biases, the project strives to deliver safer, more trustworthy tools that enhance patient quality of life.

Why it matters

Potential benefit: If successful, patients with Parkinson’s could receive faster, more accurate diagnoses and more tailored care, even in communities with limited access to specialists.

How similar studies have gone: Prior work shows promise with AI in PD care, but real-world validation and 3D integration remain limited, making this both a continued advancement and a relatively novel effort.

Where this research is happening

  • Emory University
    Atlanta, United States
    Active

Researchers

  • Principal investigator: Kwon, Hyeokhyen — Emory University
  • Study coordinator: Kwon, Hyeokhyen

Related research

Other NIH-funded projects on the same topics.

  • Cerebellum-targeted deep brain stimulation for severe movement problems and spasticity in cerebral palsy

    This project tests whether implanted electrodes that stimulate a cerebellar motor area can reduce severe involuntary movements and muscle tightness in children and young adults with cerebral palsy.

    NIH research University of California, San Francisco · San Francisco, United States · NIH-11322723

  • Why brain cells cause movement and coordination problems

    Learning how a faulty ATXN1 gene in people with spinocerebellar ataxia type 1 damages cerebellar brain cells and leads to adult-onset balance and coordination problems.

    NIH research Northwestern University · Chicago, United States · NIH-11237574

  • Using brain stimulation to improve movement in children with cerebral palsy

    This study is looking at how a special treatment called deep brain stimulation can help kids and young adults with cerebral palsy by improving their movement and reducing stiffness, and we're inviting ten participants to see if this approach makes a difference for them.

    NIH research University of California, San Francisco · San Francisco, United States · NIH-11055281

  • Understanding genetic causes of movement disorders

    This study is looking for the genetic reasons behind movement disorders like Parkinson's disease and ataxias, and if you have unexplained movement issues, you might be able to help us find new genes that could explain your condition!

    NIH research VA Puget Sound Healthcare System · Seattle, United States · NIH-10977038

  • Changing how people interpret threats to help reduce anxiety in movement disorders

    This study is testing a friendly online program designed to help people with movement disorders like Huntington's and Parkinson's manage their anxiety by teaching them to think about tricky situations in a more positive way.

    NIH research University of Virginia · Charlottesville, United States · NIH-10932105

  • Investigating brain activity tracking in movement disorders using implanted sensors

    This study is looking at how a protein called ubiquilin-2 interacts with clumps of proteins in diseases like Alzheimer's and Parkinson's, and it involves placing small sensors under the scalp to monitor brain activity, which could help find new ways to treat these conditions and improve patients' lives.

    NIH research University of California, San Francisco · San Francisco, United States · NIH-10893983

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.