RECRUITING

Machine Learning for Handheld Vascular Studies

Study Overview

This clinical trial focuses on testing the efficacy of different digital interventions to promote re-engagement in cancer-related long-term follow-up care for adolescent and young adult (AYA) survivors of childhood cancer.

Description

The use of handheld arterial 'stethoscopes' (continuous wave Doppler devices) are ubiquitous in clinical practice. However, most users have received no formal training in their use or the interpretation of the returned data. This leads to delays in diagnosis and errors in diagnosis. The investigators intend to create a novel machine-learning algorithm to assist clinicians in the use of this data. This study will allow the investigators to collect sound files from the use of the devices and compare the algorithms output to established, existing vascular testing. There will be no invasive procedures, and use of these stethoscopes is part of routine clinical care. If successful, this data and algorithm will be later deployed via smartphone app for point of case testing in a separate study

Official Title

Development and Validation of a Novel Machine-learning Algorithm to Assist in Handheld Vascular Diagnostics

Quick Facts

Study Start:2016-09-07
Study Completion:2025-12-31
Study Type:Not specified
Phase:Not Applicable
Enrollment:Not specified
Status:RECRUITING

Study ID

NCT02932176

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.

Ages Eligible for Study:Not specified
Sexes Eligible for Study:ALL
Accepts Healthy Volunteers:Yes
Standard Ages:CHILD, ADULT, OLDER_ADULT
Inclusion CriteriaExclusion Criteria
  1. * A clinically driven request for non-invasive vascular testing must be present
  1. * None (other than patient declines to participate)

Contacts and Locations

Study Contact

Leila Mureebe, MD
CONTACT
leila.mureebe@duke.edu

Study Locations (Sites)

Duke University Medical Center
Durham, North Carolina, 27710
United States

Collaborators and Investigators

Sponsor: Duke University

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 Registration Dates

Study Start Date2016-09-07
Study Completion Date2025-12-31

Study Record Updates

Study Start Date2016-09-07
Study Completion Date2025-12-31

Terms related to this study

Keywords Provided by Researchers

  • Arteries

Additional Relevant MeSH Terms

  • Atherosclerosis
  • Wounds and Injuries