The Accuracy of an Artificially-intelligent Stethoscope

October 31, 2011 updated by: Akron Children's Hospital

A Comparison of the Accuracy of an Artificially-Intelligent Stethoscope Versus Pediatric Cardiologists in the Assessment of Pediatric Patients Referred to a Cardiologist for the Assessment of a Heart Murmur

This study will characterize the accuracy of a commercially available artificially-intelligent stethoscope in determining which childhood murmurs suggest underlying congenital structural heart disease and therefore warrant diagnostic echocardiograms.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Completed

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Detailed Description

Heart murmurs can be ausculted in most pediatric patients, but underlying Congenital Structural Heart (CSH) Disease is rare. Nevertheless, CSH Disease is often first suggested by the presence of a murmur. Primary care providers refer pediatric patients to Cardiologists for murmur evaluations with low accuracy, and this pattern results in:

  1. needless emotional strain on many patients with functionally normal hearts and their families,
  2. increased morbidity and mortality rates for rare patients with delayed cardiac diagnoses, and
  3. exorbitant costs to society.

Referral accuracy for murmur evaluations probably is low because the differences between innocent and pathological murmurs can be subtle. Computer-assisted analysis of heart sounds may increase the accuracy of primary care referrals to pediatric cardiologists, but the accuracy of the only FDA-approved artificially-intelligent cardiac auscultation system, Zargis Medical Corporation's Cardioscan®, has never been determined prospectively in an unselected population of live pediatric patients. As a primary endpoint, the study herein proposed would prospectively compare the sensitivity and specificity of the Cardioscan® with that of CHMCA's Pediatric Cardiologists in the identification of cardiac pathology among 300 new and unselected pediatric patients referred to CHMCA's cardiologists for murmur evaluations, using two-dimensional transthoracic echocardiography as the common gold-standard. Double-blinding will be in place. The study also will attempt secondarily to gauge the clinical significance of pathology missed by the Cardioscan®, to define sub-populations of patients among which the Cardioscan's® judgment should be considered less accurate, and to gather data concerning the value and acceptability to families of the Cardioscan®. If (as expected) the Cardioscan's® accuracy merely approaches that of Pediatric Cardiologists, then the study herein proposed would still establish the Cardioscan® as a formidable tool for primary care providers-a helpful, billable, and potentially cost-saving alternative to consulting Cardiology on patients with probably- or possibly-innocent murmurs. Data collection for this project will occur predominantly within CHMCA's Heart Center in Akron, although some data collection may occur within CHMCA and/or at CHMCA's Heart Centers in Beachwood and/or Boardman. Minimal disruption to existing clinical patient flow through those settings would be expected and the entire protocol is expected to be completely painless and noninvasive, with no foreseeable health risks.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Observational

Enrollment (Anticipated)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
300

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

  • United States
    • Ohio
      • Akron, Ohio, United States, 44308
        • Akron Children's Hospital's Heart Center
      • Beachwood, Ohio, United States, 44122
        • Akron Children's Hospital's Heart Center
      • Boardman, Ohio, United States, 44512
        • Akron Children's Hospital's Heart Center

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

  • Child
  • Adult
  • Older Adult

Accepts Healthy Volunteers

Yes

Genders Eligible for Study

All

Sampling Method

Non-Probability Sample

Study Population

The patient must present to a consulted Cardiologist for a 1st non-primary care murmur evaluation. This will usually occur in an outpatient Pediatric Cardiology clinic site.

Description

Inclusion Criteria:

  • The patient must present to a consulted cardiologist for a 1st non-primary care murmur evaluation.

Exclusion Criteria:

  • Non English-speakers
  • At least moderately agitated or disruptive patients
  • An echocardiogram or a Cardiology evaluation was done previously
  • The patient no longer has an ausculable murmur at presentation.
  • The patient didn't have a transthoracic echocardiogram with Color Doppler done.
  • Patients admitted to the NICU before protocol completes.
  • Protocol can't be completed on the day of presentation.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

Cohorts and Interventions

Group / Cohort

Group / Cohort

A group or subgroup of participants in an observational study that is assessed for biomedical or health outcomes.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
All subjects
Device: Artificially-Intelligent Stethoscope
After subjects' medical visits are complete, the heart sounds of all subjects will be recorded and assessed by an artificially-intelligent stethoscope. Attempts will be made to make satisfactory 20-second recordings from a total of eight positions on the chest with the patient in supine and upright positions.
Other Names:
  • Cardioscan, Zargis Medical Corporation, Serial Number 000127
Other: Physical Examination
A Pediatric Cardiologist will examine each subject to the extent needed to make clinical assessments. This represents the ordinary standard-of-care.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Time Frame
Sensitivity of the Artificially-Intelligent Stethoscope as compared with that of Pediatric Cardiologists in determining which patients needed echocardiograms because they have congenital structural heart disease
Time Frame: Not applicable; all data collection for any given patient will be completed within less than 12 hours--usually MUCH less than 12 hours.
Not applicable; all data collection for any given patient will be completed within less than 12 hours--usually MUCH less than 12 hours.

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Time Frame
Specificity of the Artificially-Intelligent Stethoscope as compared with that of Pediatric Cardiologists in determining which patients needed echocardiograms because they have congenital structural heart disease.
Time Frame: Not applicable; all data collection for any given patient will be completed within less than 12 hours--usually MUCH less than 12 hours.
Not applicable; all data collection for any given patient will be completed within less than 12 hours--usually MUCH less than 12 hours.

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
Akron Children's Hospital

Collaborators

Collaborators

An organization other than the sponsor that provides support for a clinical study. This support may include activities related to funding, design, implementation, data analysis, or reporting.
Thomas C. Dispenza, M.D.
John R. Bockoven, M.D. M.B.A.

Investigators

Investigators

A researcher involved in a clinical study. Related terms include site principal investigator, site sub-investigator, study chair, study director, and study principal investigator.
  • Principal Investigator: Thomas C. Dispenza, M.D., Akron Children's Hospital
  • Principal Investigator: John R. Bockoven, M.D. M.B.A., Akron Children's Hospital

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
December 1, 2007

Study Completion (Actual)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
June 1, 2008

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
November 23, 2007

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
November 26, 2007

First Posted (Estimate)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
November 27, 2007

Study Record Updates

Last Update Posted (Estimate)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
November 1, 2011

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
October 31, 2011

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
October 1, 2011

More Information

Terms related to this study

Keywords

Additional Relevant MeSH Terms

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • 070904

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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