Automated Detection Model Based on Deep Learning for Knee Joint Motion Injury due to Martial Arts

Table 1

Statistics table of knee joint image samples.

Injured part	Sample size	Proportion	Label
Meniscus	1242	80.3%	1
Tendon	29	1.9%	2
Ligamentous	254	16.4%	3
Bone and apical cartilage	557	36.0%	4
Synovial capsule	1494	96.6%	5
Soft tissue	340	22.0%	6