The invention discloses an adolescent
scoliosis screening method and
system, and relates to the technical field of
scoliosis screening, and the method comprises the following steps: S1, carrying out the multi-
modal data collection of an adolescent spine, and carrying out the
standardization processing in the multi-
modal data collection process, the multi-
modal data comprises an ultrasonic image, an X-
ray image, a back surface image, three-dimensional scanning data and
motion capture data; s2, performing image
cutting and adjustment,
gray level conversion and normalization,
noise removal, enhancement
processing, labeling
processing and multi-
modal data registration on the multi-
modal data to form a pre-processed multi-
modal data set; according to the invention, ultrasonic, X-rays, back surface images, three-dimensional scanning and
motion capture data are fused,
radiation-free detection, bony structure evaluation, static form and dynamic functions are considered, and multi-dimensional information required by
scoliosis screening is fully covered. A high-resolution HRNet model is adopted, and automatic and high-precision detection of spine key points is achieved.