. Author manuscript; available in PMC: 2023 Apr 1.

Published in final edited form as: Comput Methods Programs Biomed. 2022 Aug 4;225:107058. doi: 10.1016/j.cmpb.2022.107058

Table 2.

Pharyngeal phase detection performance obtained on the entire test-set. The best results for each metric are highlighted in bold. P3_BPM and P3_UESC values higher than or equal to the inter-rater agreement are marked with an asterisk.

	CNN backbone	F1-score	P3_BPM (%)	P3_UESC (%)
CNN models for pharyngeal phase detection	VGG16	0.906	79.11	94.86*
	InceptionV3	0.885	76.37	92.47*
	ResNet50	0.909	80.82	94.52*
	CNN3	0.864	75.00	85.27
	CNN4	0.884	75.34	91.44*
Inter-rater agreement			86.99	89.73