The present invention relates to the technical field of orthopedic
data partitioning, and in particular to an orthopedic
database construction method,
system and storage medium. The method first obtains the initial age
community of the patient through the SLPA
algorithm; in the initial age
community, the initial association weight is obtained according to the distribution of the patient and the adjacent node patients in
bone density and bone
metabolism markers; suspected abnormal patients are screened out according to the correlation change between age and
bone density, and then the patients with bone abnormalities are screened out according to the difference in blood indicators; the initial association weight is adjusted according to the patient and the adjacent node bone
abnormality patients, and the final association weight is obtained to update the initial age
community to obtain the final age community for constructing an orthopedic
database. In the process of partitioning, the present invention considers the abnormal degree of bone difference to adaptively adjust the association weight between ages, so that the partition result based on age and bone condition is highly robust, the
database construction is of higher quality, and the analysis efficiency is improved.