Clinical Trials Logo

Clinical Trial Summary

This work aims to evaluate whether the segmentation of vowel recordings collected from patients diagnosed with COPD and healthy control groups can increase the classification precision of machine learning techniques.


Clinical Trial Description

Voice data and sociodemographic data on gender and age will be collected through the "VoiceDiganostic" application from the company Voice Diagnostic. Collected vowel recordings will be segmented and tested to determine whether some segments contain more information for the discrimination of COPD from healthy control groups. Each segment will be transformed into mathematical vocal measures called voice features. A dataset consisting of voice features in conjunction with demographics and health data will be constructed for each segment which in turn will be evaluated for classification performance using several machine learning algorithms. Descriptive statistical analysis will be held on attributes containing information on input data and gained outcomes from ML algorithms. The achieved results will be presented in the form of summary tables and graphs. ;


Study Design


Related Conditions & MeSH terms


NCT number NCT06160674
Study type Observational [Patient Registry]
Source Blekinge Institute of Technology
Contact
Status Active, not recruiting
Phase
Start date November 28, 2023
Completion date August 30, 2024

See also
  Status Clinical Trial Phase
Completed NCT05102305 - A Multi-center,Prospective, OS to Evaluate the Effectiveness of 'NAC' Nebulizer Therapy in COPD (NEWEST)
Completed NCT01867762 - An Effectiveness and Safety Study of Inhaled JNJ 49095397 (RV568) in Patients With Moderate to Severe Chronic Obstructive Pulmonary Disease Phase 2
Recruiting NCT05562037 - Stepped Care vs Center-based Cardiopulmonary Rehabilitation for Older Frail Adults Living in Rural MA N/A
Terminated NCT04921332 - Bright Light Therapy for Depression Symptoms in Adults With Cystic Fibrosis (CF) and COPD N/A
Completed NCT03089515 - Small Airway Chronic Obstructive Disease Syndrome Following Exposure to WTC Dust N/A
Completed NCT02787863 - Clinical and Immunological Efficiency of Bacterial Vaccines at Adult Patients With Bronchopulmonary Pathology Phase 4
Recruiting NCT05552833 - Pulmonary Adaptive Responses to HIIT in COPD N/A
Recruiting NCT05835492 - A Pragmatic Real-world Multicentre Observational Research Study to Explore the Clinical and Health Economic Impact of myCOPD
Recruiting NCT05631132 - May Noninvasive Mechanical Ventilation (NIV) and/or Continuous Positive Airway Pressure (CPAP) Increase the Bronchoalveolar Lavage (BAL) Salvage in Patients With Pulmonary Diseases? N/A
Completed NCT03244137 - Effects of Pulmonary Rehabilitation on Cognitive Function in Patients With Severe to Very Severe Chronic Obstructive Pulmonary Disease
Not yet recruiting NCT03282526 - Volume Parameters vs Flow Parameters in Assessment of Reversibility in Chronic Obstructive Pulmonary Disease N/A
Completed NCT02546700 - A Study to Evaluate Safety and Efficacy of Lebrikizumab in Participants With Chronic Obstructive Pulmonary Disease (COPD) Phase 2
Withdrawn NCT04446637 - Acute Bronchodilator Effects of Ipratropium/Levosalbutamol 20/50 mcg Fixed Dose Combination vs Salbutamol 100 mcg Inhaler Plus Ipratropium 20 mcg Inhalation Aerosol Free Combination in Patients With Stable COPD Phase 3
Completed NCT04535986 - A Phase 3 Clinical Trial to Evaluate the Safety and Efficacy of Ensifentrine in Patients With COPD Phase 3
Recruiting NCT05865184 - Evaluation of Home-based Sensor System to Detect Health Decompensation in Elderly Patients With History of CHF or COPD
Completed NCT03295474 - Telemonitoring in Pulmonary Rehabilitation: Feasibility and Acceptability of a Remote Pulse Oxymetry System.
Completed NCT03256695 - Evaluate the Relationship Between Use of Albuterol Multidose Dry Powder Inhaler With an eModule (eMDPI) and Exacerbations in Participants With Chronic Obstructive Pulmonary Disease (COPD) Phase 3
Withdrawn NCT04042168 - Implications of Appropriate Use of Inhalers in Chronic Obstructive Pulmonary Disease (COPD) Phase 4
Completed NCT03414541 - Safety And Efficacy Study Of Orally Administered DS102 In Patients With Chronic Obstructive Pulmonary Disease Phase 2
Completed NCT02552160 - DETECT-Register DocumEnTation and Evaluation of a COPD Combination Therapy