Table 2 Causes of sports injuries in campus football training.

From: The optimization of youth football training using deep learning and artificial intelligence

Reason analysis

Specific content analysis

Deterioration of sports facilities and equipment

Uneven football field turf, broken goal frames, etc.

Excessive training

The training intensity does not match the students’ physical capacity when organizing training sessions

Lack of emphasis on safety

The indirect causes of injuries occurring during training and matches include insufficient awareness of the consequences by school coaches or teachers and negligence regarding safety issues