. Author manuscript; available in PMC: 2023 Aug 3.

Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2023 Apr 7;12465:124652P. doi: 10.1117/12.2654353

Table 1.

Results of OSA severity prediction of different methods

Modalities	Methods	AUC (± standard variation)
Questionnaire	STOP-BANG	$0.529 \pm 0.061$
Craniofacial	EfficienNet-OSA (He et al. 2022) [8]	$0.638 \pm 0.115$
Craniofacial	DeepXGBoost	$0.733 \pm 0.045$
Clinical variables	XGBoost	$0.749 \pm 0.037$
Craniofacial + clinical variables	DeepXGBoost (craniofacial) + XGBoost (clinical variables)	0.780 ± 0.066