Autonomous fetal morphology scan: deep learning + clustering merger – the second pair of eyes behind the doctor

Table 4 Detailed classification per organ using real time ultrasound movie

View plane	Organ	Precision	Recall	F1-score	Jaccard Index	Probabilistic Rand Index
3 vessels plus bladder	Bladder	0.891	0.882	0.886	0.883	0.850
3 vessels plus bladder	Vessels	0.923	0.942	0.931	0.933	0.921
Abdominal circumference	Aorta	0.660	0.656	0.759	0.753	0.723
	Confluence	0.792	0.799	0.796	0794	0.764
	Rib	0.742	0.701	0.733	0.731	0.702
	Spine	0.755	0.748	0.754	0.746	0.721
	Stomach	0.861	0.872	0.870	0.869	0.812
Bladder	Bladder	0.988	0.976	0.978	0.979	0.934
Echogenic	Intestines	0.862	0.894	0.890	0.875	0.864
Gallbladder	Gallbladder	0.981	0.975	0.987	0.980	0.964
Longitudinal kidney	Kidney	0.832	0.876	0.871	0.846	0.852
Cord insertion sagittal	Intestines	0.833	0.803	0.822	0.832	0.819
Cord insertion sagittal	Wall and cord	0.911	0.906	0.909	0.901	0.899
Transabdominal cord insertion	Wall and cord	0.763	0.733	0.744	0.759	0.745

ISSN: 1472-6947