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Novel Self-charging, Medical-Grade Smart Insoles With AI/ML Edge Computing to Monitor Biometrics.

Evaluation of Self-powered Smart Insoles

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT07273422
Enrollment
150
Registered
2025-12-09
Start date
2026-06-30
Completion date
2027-02-28
Last updated
2025-12-09

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

No Applicable Condition; Study of Physiologic Monitor Alarms

Keywords

remote patient monitoring, energy harvesting,

Brief summary

This study will evaluate the effectiveness of newly developed self-powered, smart insoles that will be used for remote patient monitoring (RPM) for both military and civilian populations. The present study is part of a project funded by SEMI and the Air Force Research Laboratory (AFRL).

Detailed description

The present study, funded jointly by SEMI and the AFRL, is intended to evaluate the comfort, durability, and sensor accuracy of the smart insoles and associated mobile app. The study will evaluate both generation 1.0 and generation 2.0 of the smart insole. The primary difference between the two generations is the that gen 2.0 will use an improved energy harvester for power generation. The present study is structured in two phases. Phase 1 will evaluate gen 1.0 of the insole in a pilot study at the University of Utah (U of U) with 10 subjects. The subjects will be asked to wear the insole while walking at different speeds on an instrumented treadmill in the Motion Core Analysis Facility at the University of Utah and asked to walk over a ½ mile course on the U of U campus. This study will be overseen by Dr. Shad Roundy. Phase 2 will evaluate gen 2.0 of the insole. A pilot study will take place at the U of U and will mimic the phase 1 study with 10 subjects. Again, the study will be overseen by Dr. Shad Roundy. This will be followed up by a larger field study with 100 subjects who will be asked to take the insoles home and wear them over the course of 4 weeks. The field study will be overseen by Dr. Jeff Hiserman at Spectrum Ergonomics.

Interventions

OTHERObservational with data collected

Observational with data collection from sensors in insole

Sponsors

University of Utah
CollaboratorOTHER
United States Air Force Research Laboratory
CollaboratorFED
Spectrum Ergonomics and Occupational Health Services
Lead SponsorINDUSTRY

Study design

Observational model
ECOLOGIC_OR_COMMUNITY
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to 90 Years
Healthy volunteers
Yes

Inclusion criteria

1. Participant is generally health and between 18 and 90 year of age at time of signing consent. 2. Participant must be available for 4 visits to Spectrum Ergonomics over a 4-week period, one visit per week. \-

Exclusion criteria

* Age of Participants: 18-90 Sample Size: At Utah: All Centers: 120 Inclusion Criteria: Inclusion criteria for Phase 1 and Phase 2 pilot studies at UofU 1\. Participant is generally healthy and between 18 and 90 years of age at time of signing consent 2. Participant must be able to walk comfortably for 1 mile. 3. Will seek 5 male and 5 female participants. Inclusion criteria for Phase 2 field studies conducted by Spectrum Ergonomics 1. Participant is generally health and between 18 and 90 year of age at time of signing consent. 2. Participant must be available for 4 visits to Spectrum Ergonomics over a 4-week period, one visit per week.

Design outcomes

Primary

MeasureTime frameDescription
The present study is intended to evaluate the safety of the sensors embedded in the smart insoles and their accuracy in measuring biomarkers.From enrollment to the end of observations at 4 weeksThe sensors will measure: Pulse Oxygen as the percentage saturation of oxygen carried in the red blood cells.

Secondary

MeasureTime frameDescription
The present study is intended to evaluate the safety of the sensors embedded in the smart insoles and their accuracy in measuring biomarkers.Time Frame: From enrollment to the end of observations at 4 weeksDescription: The sensors will measure: Heart Rate and Heart Rate Variability in beats per minute.

Other

MeasureTime frameDescription
The present study is intended to evaluate the safety of the sensors embedded in the smart insoles and their accuracy in measuring biomarkers.Time Frame: From enrollment to the end of observations at 4 weeksDescription: The sensors will measure: Body temperature as measured in degrees Celsius.

Countries

United States

Contacts

Primary ContactJeff Hiserman, Bachelor's
spectrumergonomics@gmail.com15704953298
Backup ContactRyane Sorenson, Bachelor's
ryane.sorenson@hsc.utah.edu801-585-0302

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026