Early Intelligent Diagnosis of Limb Deformity in Children by AI and Clinic Application
Early Intelligent Diagnosis of Limb Deformity in Children by AI and Clinic Application
The limb deformity in children include congenital limb malformations or acquired from the
 damage of epiphyseal plate which caused by tumor, inflammation and trauma. Due to the
 complexity of the disease itself, rapid dynamic development and the characteristics of
 children's growth and development, the deformities are constantly changing. In addition, the
 serious lack of clinical diagnosis and treatment resources in the Department of Pediatric
 Orthopedics has led to the misdiagnosis and improper treatment of children's limb
 deformities. Thus, its necessary to find an intelligent way to help doctor to early diagnosis
 of limb deformity and provide a proper treatment in children.
The extraction and application of big data of children's limb deformities, intelligent
 labeling of image data, precise positioning, and perfecting the anatomical data of children's
 limb deformities.Improve the positioning accuracy of key points in X-ray images of children's
 limb deformities by means of step-by-step supervision to improve the accuracy of
 diagnosis.Realize an intelligent report generation system that combines patient background
 information, establish an end-to-end auxiliary diagnosis and treatment suggestion
 demonstration application system; realize a full set of artificial intelligence solutions for
 children's skeletal deformities, early screening and diagnosis of children, and forming an
 intelligent referral system of children's limb deformities.
Inclusion Criteria:

 Children with limb deformity

 Exclusion Criteria:

 Children without limb deformity