Actively Recruiting
A Study to Train a Machine Learning Algorithm for an Evaluation of the Use of Biometric Data Captured at the Wrist for the Identification of Acute Opioid Use Events and the Quantification of Opioid Withdrawal in Opioid Dependent Individuals
Led by OpiAID · Updated on 2026-02-20
420
Participants Needed
4
Research Sites
99 weeks
Total Duration
On this page
Sponsors
O
OpiAID
Lead Sponsor
N
National Institute on Drug Abuse (NIDA)
Collaborating Sponsor
AI-Summary
What this Trial Is About
To train a machine learning model/algorithm for an evaluation of the use of biometric data captured at the wrist for the identification of acute opioid use events and the quantification of opioid withdrawal in opioid dependent individuals.
CONDITIONS
Official Title
A Study to Train a Machine Learning Algorithm for an Evaluation of the Use of Biometric Data Captured at the Wrist for the Identification of Acute Opioid Use Events and the Quantification of Opioid Withdrawal in Opioid Dependent Individuals
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Male or female
- Age 22 years at signing of informed consent
- Patients with a DSM-5 diagnosis of opioid use disorder eligible for medication induction with methadone or buprenorphine
You will not qualify if you...
- Sleeve tattoo covering the wrist
- Unable to independently navigate and operate smartwatch applications
- Not proficient in written and spoken English
- Likely to be non-compliant as determined by physician or healthcare provider
- Unlikely to complete all required study visits or procedures
- History or evidence of other clinically significant disorders or conditions posing safety risks or interfering with study
- Diminished decision making capability
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 4 locations
1
Coastal Horizon
Wilmington, North Carolina, United States, 28409
Actively Recruiting
2
Community Medical Services
Austin, Texas, United States, 78745
Actively Recruiting
3
Community Medical Services
Austin, Texas, United States, 78753
Actively Recruiting
4
Community Medical Services
Cedar Park, Texas, United States, 78613
Actively Recruiting
Research Team
T
Trace Brookins
CONTACT
D
David Reeser
CONTACT
How is the study designed?
Study Type
INTERVENTIONAL
Masking
NONE
Allocation
NA
Model
SINGLE_GROUP
Primary Purpose
SUPPORTIVE_CARE
Number of Arms
1
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