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

Table 2

Identification accuracy of different models.

Injured part	Sensitivity	Specificity	F1 value	Mean accuracy
Meniscus	95.5/93.7	61.5/60.1	74.9/73.5	83.2/80.3
Tendon	91.3/91.3	87.3/87.2	89.2/89.1	89.0/89.0
Ligamentous	91.1/89.8	83.5/82.5	87.0/85.6	88.0/85.7
Bone and apical cartilage	88.4/87.5	87.6/86.7	88.0/87.1	85.9/85.0
Synovial capsule	91.2/89.4	74.7/73.5	82.3/80.7	85.6/82.5
Soft tissue	86.1/85.2	85.8/84.8	85.9/84.9	83.5/82.3