Monitoring stroke recovery with wearable sensors

Wearable Sensor Platform to Monitor Stroke Recovery During Inpatient Rehabilitation

Observational Shirley Ryan AbilityLab · NCT04219670

This study tests if wearable sensors can help track how stroke patients recover while they're in the hospital, compared to healthy individuals.

Quick facts

Study typeObservational
Enrollment400 (estimated)
Ages18 Years and up
SexAll
SponsorShirley Ryan AbilityLab Academic / other
Locations1 site (Chicago, Illinois)
Trial IDNCT04219670 on ClinicalTrials.gov

What this trial studies

This observational trial evaluates the feasibility of using non-invasive, portable sensors to continuously monitor and quantify recovery in stroke patients during their inpatient treatment. The study aims to collect real-time biometric data from individuals with stroke and healthy controls to assess movement impairments and clinical parameters. Researchers will analyze the reliability of the sensor data and its ability to differentiate between healthy individuals and those recovering from stroke. The findings could enhance understanding of recovery patterns and improve rehabilitation strategies.

Who should consider this trial

Good fit: Ideal candidates include individuals aged 18 or older who have been diagnosed with stroke and are currently admitted to the Shirley Ryan AbilityLab.

Not a fit: Patients with neurological degenerative diseases or those using powered cardiac devices may not benefit from this study.

Why it matters

Potential benefit: If successful, this study could lead to improved monitoring and personalized rehabilitation strategies for stroke patients.

How similar studies have performed: Other studies have shown promise in using wearable technology for monitoring health conditions, suggesting potential success for this approach.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Patient group

  * Individuals diagnosed with stroke admitted to the Shirley Ryan AbilityLab (inpatient), or individuals in the community who had a stroke (chronic)
  * Age 18 or older
  * Able and willing to give written consent and comply with study procedures
* Healthy control group

  * Individuals without any known significant health problem (healthy controls)
  * Age 18 or older
  * Able and willing to give written consent and comply with study procedures

Exclusion Criteria:

* Patient group

  * Neurological degenerative pathologies as co-morbidities (such as multiple sclerosis, Alzheimer's disease, Parkinson's disease, etc.)
  * Pregnant or nursing
  * Skin allergies or irritation; open wounds
  * Utilizing a powered, implanted cardiac device for monitoring or supporting heart function (i.e. pacemaker, defibrillator, or LVAD)
* Healthy control group

  * No known history of cerebrovascular accidents or neurological degenerative pathologies (such as multiple sclerosis, Alzheimer's disease, Parkinson's disease, etc.)
  * Pregnant or nursing
  * Skin allergies or irritation; open wounds
  * Utilizing a powered, implanted cardiac device for monitoring or supporting heart function (i.e. pacemaker, defibrillator, or LVAD)

Where this trial is running

Chicago, Illinois

Study contacts

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.
Conditions StrokeDevice StudiesNoninvasive ProceduresDevice FeasibilityInpatient RehabilitationSensorsMachine Learning
Last reviewed 2026-06-13 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.