AIDI - Research & Development of a Multisensor-Based Machine Learning Technology for Real-Time Automated Detection of COVID-19 Decompensation (AIDI)
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Jenny Mathew, RN, MBA
- Phone Number: +1 443-875-6456
- Email: jmathew@aidar.com
Study Locations
-
-
California
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San Jose, California, United States, 95120
- Maxis Llc
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-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- Male or female 18 years of age or older
- Unvaccinated individuals, or individuals who have received only 1 dose of an mRNA vaccine
- Individuals who have received a positive SARS-CoV-2 result within 24-48 hours (lab-based PCR or antigen test)
- Willing and able to provide informed consent
- Ability to read, write, and comprehend English
- Have no functional limitation that would impede the use of the MouthLab device
- Willing to provide access to health information via electronic health records (EHR)
Exclusion Criteria:
- Currently receiving hospice care
- Have a left ventricular assist device
- Left-sided hemiplegia or any other motor deficits that may restrict the use of the device.
- individuals with cognitive deficits that impede their ability to comprehend and give informed consent.
- Individuals who are enrolled in any other investigational research studies of SARS-CoV2 or COVID-19
- Individuals who are treated with monoclonal antibody therapy prior to diagnosis
- Individuals who are admitted to a hospital or acute care facility at the time of diagnosis
- Individuals with pacemakers or implanted cardio-defibrillators (ICDs)
- History of hemoptysis, pneumothorax, thoracic or abdominal aneurysm, pulmonary embolism, or stroke
- History of unstable cardiovascular status, including recent myocardial infarction (MI within 30 days), unstable angina, or uncontrolled hypertension Color blindness
- Chest, abdominal or eye surgery within the preceding 14 days
- Any condition that in the judgment of the investigators would interfere with the subject's ability to provide informed consent, comply with study instructions, place the subject at increased risk, or which might confound interpretation of study results.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: DIAGNOSTIC
- Allocation: NA
- Interventional Model: SEQUENTIAL
- Masking: NONE
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
EXPERIMENTAL: Device Arm
Participants will use the MouthLab device for monitoring their vital signs
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The MouthLab is a hand-held device.
The user holds the unit in their left hand with the Mouthpiece between the teeth and lips and breathes normally into the device for 30 seconds.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Collect trends in physiological vital signs and symptom burden to identify individuals who are at risk of clinical decompensation
Time Frame: Daily for 60 days
|
Accurately collect trends in physiological vital signs and symptom burden of individuals with COVID-19 infection or who test positive for SARS-CoV-2 captured with the MouthLab to identify individuals who are at risk of clinical decompensation.
(Phase 1)
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Daily for 60 days
|
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AIDI evaluation
Time Frame: Daily for 60 days
|
Evaluate trends in physiological vital signs and symptom burden of individuals with COVID-19 infection or who test positive for SARS-CoV-2 which are captured with the MouthLab device to evaluate the ability of the Aidar COVID-19 Decompensation Index (AIDI) to accurately identify individuals at risk of clinical decompensation.
(Phase 2)
|
Daily for 60 days
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Usability of MouthLab device
Time Frame: At 60 days
|
Usability of the MouthLab device will be assessed via a questionnaire at study exit
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At 60 days
|
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Evaluate any short-term changes in vital signs among patients with underlying comorbid conditions
Time Frame: Day 0 to Day 60
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Evaluate any short-term changes in vital signs among patients with underlying comorbid conditions
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Day 0 to Day 60
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Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Study record dates
Study Major Dates
Study Start (ACTUAL)
Study Start
Primary Completion (ACTUAL)
Primary Completion
Study Completion (ANTICIPATED)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (ACTUAL)
First Posted
Study Record Updates
Last Update Posted (ACTUAL)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- ADR04-AIDI-C-21
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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