CT based 3D radiomic and clinical airway examination model for evaluating mask ventilation in oral and maxillofacial surgery patients.

ABSTRACT: The objective of this study is to develop a model that incorporates clinical measurements with 3D radiomic signatures extracted from CT images of oral and maxillofacial surgery patients to evaluate mask ventilation. A prospective cohort trial was conducted to enroll patients scheduled for oral and maxillofacial surgery. After obtaining informed consent, clinical measurements and head and neck CT images were collected. The anesthesiologist who managed the airway graded the mask ventilation. Difficult mask ventilation was defined as mask ventilation that required assistance or the use of an oral airway or other adjuvant by the anesthesiologist. For radiomics analysis, 3D airway segmentation was extracted and calculated 3D radiomic signatures and corresponding radiological features. Subsequen

SUBMITTER: Ren H 

PROVIDER: S-EPMC11830077 | biostudies-literature | 2025 Feb

REPOSITORIES: biostudies-literature