PAIN (Pain AI iNtervention) Platform for Patients at Home

Part of paid clinical trials in Jacksonville, Florida.

Sponsor
Mayo Clinic
Study ID
NCT05474274
Status
Enrolling By Invitation

Conditions

  • Pain

Eligibility Criteria

Sex
ALL
Age
18 Years - N/A
Healthy Volunteers
Not accepted

Interventions

  • Machine learning algorithms — OTHER
    Machine learning techniques to rank order physiologic variables obtained via the wearable and handheld devices as well as remove low-importance and redundant variables to accurately determine postoperative pain intensity in outpatients

Study Details

The purpose of this research is to identify physiological markers to determine pain intensity and build an Artificial Intelligence (AI) enabled system to objectively measure pain intensity. Researchers hope to personalize pain medication regimens to help prevent medication over-use.

Key Dates

Start date
Nov 23, 2022
Status verified
Dec 2025
Primary completion
Nov 30, 2026
Completion
Nov 30, 2027

Study Design

Enrollment
70 participants (estimated)

Arms

  • Arm: Post-Surgery data collection system
    Subjects undergoing standard of care low-risk plastic surgery be provided with wearable sensors to take home and start recording heart rate, body temperature and body movements

Primary Outcome Measure

Using machine Learning for Postoperative Pain Pain Prediction [ Time Frame: 8 months ]

Locations (1)

FacilityCityStateZIPSite coordinators
Mayo Clinic FloridaJacksonvilleFlorida32224-

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Mayo Clinic Florida· Jacksonville, FL

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