The Individualized Stepwise Treatment Mode of Adolescent Idiopathic Scoliosis

Hangzhou Medical College

Status: Enrolling

Conditions: Adolescent Scoliosis

Treatments: Procedure: Conventional treatment; Behavioral: intervention treatment

Study type: Interventional

Funder types: Other

Identifiers

NCT06314594

2024KY920

Details and patient eligibility

About

Based on the risk factors affecting adolescent scoliosis found in the previous social survey, this project adopts the paradigm based on transfer learning and semi-supervised learning, and uses mathematical methods such as multiple learning methods and Transformer image classification algorithms to develop and verify the early warning model and stepped treatment model of adolescent scoliosis, and conducts cost-effect analysis.

Full description

This study intends to build a standard system for the prevention and treatment of scoliosis in adolescents, do a good job in school health education and prevention and control work in school, comprehensively strengthen the construction of the prevention and control system of spondylosis, improve the ability of professionals in medical institutions, and give full play to the role of home-school-medical in the prevention and control of abnormal spinal curvature in children Firstly, relying on the investigation report, we independently develop the software platform and physical device for measuring, preventing and correcting scoliosis. Secondly, we use a series of prevention and control advantages to change from passive to active. Based on the Internet and big data technology, we integrate Western medicine data management and monitoring technology to establish the characteristics of the disease General disease information (personal history, family history, solar terms, climate and environment detection indicators, etc.) as one of the health management platform, the management platform set up health archives disease risk early warning health intervention and health promotion education follow-up management system management data quality control review data analysis and visualization 9 modules, respectively set up a management platform patient-side physician side and management background 3 parts through sampling investigation clinical research, break the medical school barriers, to build a personalized step treatment model for adolescent scoliosis.

Enrollment: 76 estimated patients

Sex: All

Ages: 3 to 18 years old

Volunteers: Accepts Healthy Volunteers

Inclusion criteria

1. The diagnosis of moderate and mild AIS, with a Cobb angle measuring less than 45°;
2. The age range of 12 to 16 years old;
3. Participants are required to have no history of mental illness, possess normal communication skills, and be proficient in reading and writing;
4. Signed informed consent by the patient or their family.

Exclusion criteria

Patients who fulfill any of the following conditions will be excluded a clear history of inducement, such as diseases caused by trauma, surgery, cognitive impairment, severe dysfunction of heart, liver, kidney and other organs, and malignant tumors, immune diseases and other malignant diseases.

Trial design

Primary purpose: Treatment

Allocation: Randomized

Interventional model: Parallel Assignment

Masking: Triple Blind

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76 participants in 2 patient groups

control

No Intervention group

Description:

Conventional treatment

intervention

Experimental group

Description:

Using paradigms based on transfer learning and semi-supervised learning, using multiple learning methods, transformer image classification algorithms and other mathematical methods, an early warning model and stepped treatment model for adolescent scoliosis were developed and verified, and a cost-effectiveness analysis was conducted at the same time.

Treatment:

Behavioral: intervention treatment

Procedure: Conventional treatment