Clinical Trials Logo
  1. Home
  2. General Anesthesia
  3. NCT05411406

Prediction of Difficult Mask Ventilation Using 3D-Facescan and Machine Learning — MASCAN  

General Anesthesia Clinical Trial

Official title:
Proof-of-principle Study for the Prediction of Difficult Mask Ventilation Using 3D-Facescan and Machine Learning

Clinical Trial Summary

The aim of this study is to prove feasibility and assess the diagnostic performance of a machine learning algorithm that relies on data from 3D-face scans with predefined motion-sequences and scenes (MASCAN algorithm), together with patient-specific meta-data for the prediction of difficult mask ventilation. A secondary aim of the study is to verify whether voice and breathing scans improve the performance of the algorithm. From the clinical point of view, we believe that an automated assessment would be beneficial, as it preserves time and health-care resources while acting observer-independent, thus providing a rational, reproducible risk estimation.

Clinical Trial Description

n/a

Study Design

Related Conditions & MeSH terms

Clinical Trial Details
NCT number NCT05411406
Study type Observational
Source Universitätsklinikum Hamburg-Eppendorf
Contact
Status Completed
Phase
Start date November 7, 2022
Completion date May 15, 2023
View Details
See also
  Status Clinical Trial Phase
Completed NCT04577430 - Effects of Dexmedetomidine on Cardiac Electrophysiology in Patients Under General Anesthesia During Perioperative Period N/A
Completed NCT03708692 - Menstrual Cycle Phases on Recovery and Cognitive Function
Recruiting NCT03422315 - Population Pharmacokinetics and Clinical Individual Dosage Regimen of Propofoll Injection N/A
Completed NCT02771067 - The Utility of Pulse Pressure Variation to Predict the Fluid Responsiveness During Pneumoperitoneum and Reverse-Trendelenburg Position N/A
Completed NCT05063461 - Evaluation of the Analgesia Nociception Index With Varying Remifentanil Concentrations Under Sevoflurane N/A
Completed NCT03294226 - Comparison of AuraGain With I-gel for Pediatric Patients N/A
Not yet recruiting NCT03643029 - The Accuracy of the Performance and Placement Test for Predicting Supraglottic Airway Device (SAD) Position in the Hypopharynx as Confirmed With Video Laryngoscopy N/A
Completed NCT01945411 - Assessment of Facial Measurements, the Length of Mouth Corner-mandible Angle and Incisors-mandible Angle, for Determining the Proper Sizes of Oropharyngeal Airway N/A
Not yet recruiting NCT01678066 - A Prospective Study to Bilaterally Compare a Non-Invasive Cardiac Output Monitor N/A
Completed NCT01705743 - Minimum Alveolar Concentration of Sevoflurane With Nitrous Oxide Inducing Isoelectric EEG Phase 4
Completed NCT00972491 - The Optimal Time to Put Laryngeal Mask Airway in the Mouth Under General Anesthesia N/A
Completed NCT01096212 - Efficacy and Safety of Sevofran in Patients Scheduled for Elective Surgery Under General Anesthesia Phase 4
Completed NCT00741507 - Unhealthy Alcohol Drinking and Anesthetic Requirement in Women N/A
Completed NCT00599066 - Intraoperative M-Entropy Measurements N/A
Completed NCT00532402 - Continuous and Discontinuous Determination of Propofol Concentration in Breathing Gas N/A
Completed NCT00468494 - Can Blood Glucose Levels During the Perioperative Period Identify a Population at Risk for Hyperglycemia? N/A
Recruiting NCT00492453 - Spinal Versus General Anesthesia for Laparoscopic Cholecystectomy N/A
Recruiting NCT03745079 - Correlation Between Core Temperature and Skin Temperature Measured by 3M SpotOn
Completed NCT04094376 - Comparison of Morning Operation and Evening Operation on Postoperative Sleep Quality and Pain Under General Anesthesia N/A
Enrolling by invitation NCT03672734 - Volume and pH of Gastric Contents in Patients Undergoing Gynecologic Laparoscopic Surgery During Emergence From General Anesthesia