Reliable prediction of difficult airway for tracheal intubation from patient preoperative photographs by machine learning methods.
Fernando García-GarcíaDae-Jin LeeFrancisco J. Mendoza-GarcésSusana García-GutierrezPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- machine learning methods
- patient data
- machine learning
- machine learning approaches
- inter patient
- machine learning algorithms
- ct images
- prediction accuracy
- ensemble methods
- quantitative analysis
- prediction algorithm
- statistical methods
- clinical data
- intraoperative
- prediction error
- domain knowledge
- x ray
- lung cancer
- heart rate
- learned knowledge
- feature selection