Voice Analysis as a Method for Preoperatively Predicting a Difficult Airway Based on Machine Learning Algorithms: Original Research Report

Acoustic parameters of the voice together with the demographic data of the patients, when introduced into classification algorithms based on machine learning showed promising signs of predicting a difficult airway.

Authors

Institutions

Publication Details

Journal
Health Science Reports
Published
2024-12-01
DOI
https://doi.org/10.1002/hsr2.70246
Citations
1
Primary Topic
Airway Management and Intubation Techniques
Type
article
Field-Weighted Citation Impact
0.64
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Voice Analysis as a Method for Preoperatively Predicting a Difficult Airway Based on Machine Learning Algorithms: Original Research Report

J. Santaliestra, Adaia Valls-Ontañón, Claudia Rodiera, J. Rodiera et al.
1 citations
Health Science Reports
Airway Management and Intubation Techniques
0.64
article

Voice Analysis as a Method for Preoperatively Predicting a Difficult Airway Based on Machine Learning Algorithms: Original Research Report

J. Santaliestra, Adaia Valls-Ontañón, Claudia Rodiera, J. Rodiera, Carlos Ramírez‐Paesano, Bibiana Ros, R. Fabregat Borrás, N. Rodríguez, Helena Fortuny, Miquel Lanau
article en
1 citations

Abstract

Acoustic parameters of the voice together with the demographic data of the patients, when introduced into classification algorithms based on machine learning showed promising signs of predicting a difficult airway.

Health Science ReportsVol. 7(12)
Hospital Quirón Teknon (ES), Hospital Universitario Dexeus (ES)
Quality Education
Openalex Percentile: Top 25%
Airway Management and Intubation Techniques
0.64
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.