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. 2022 Feb 17;22(4):1547. doi: 10.3390/s22041547

Table 8.

LLA and LSA mean errors for our proposed technique are 0.29° and 0.38°, respectively, while [18] has mean errors of 2.61° and 2.01° for LLA and LSA. The first two techniques are applied on the same dataset. Cho et al. [65] and Suri et al. [64] have relatively larger LLA mean errors.

Modalities Techniques mAP Mean Error
LLA LSA
Our proposed technique MRI YOLOV5-HED-UNET 0.975 0.29° 0.38
Masood et al. [18] MRI Resnet-UNET - 2.61° 2.01°
Suri et al. [64] MRI Neural Networks - 2.90° -
CT - 2.26° -
Xray - 3.60° -
Cho et al. [65] Xray UNET - 8.05° -