the Individualized Stepwise Treatment Mode of Adolescent Idiopathic Scoliosis Based on Transformer Learning Algorithm.

التفاصيل البيبلوغرافية
العنوان: the Individualized Stepwise Treatment Mode of Adolescent Idiopathic Scoliosis Based on Transformer Learning Algorithm.
المصدر: Health Insurance Week; 4/5/2024, p2293-2293, 1p
مصطلحات موضوعية: ADOLESCENT idiopathic scoliosis, MACHINE learning, DATA modeling, TRANSFORMER models, SUPERVISED learning, SPINAL curvatures, PSYCHIATRIC diagnosis
مستخلص: This document provides information about a clinical trial, NCT06314594, conducted by Dr. Xinyun Li from Hangzhou Medical College. The trial aims to develop and verify an early warning model and stepped treatment model for adolescent scoliosis using transfer learning and semi-supervised learning paradigms, as well as mathematical methods such as multiple learning methods and Transformer image classification algorithms. The study aims to improve the prevention and treatment of scoliosis in adolescents by integrating Western medicine data management and monitoring technology. The trial is currently recruiting participants and is expected to be completed by December 2026. This research study is part of ongoing clinical trials and studies in the field of bone and spinal diseases, focusing on the use of algorithms and machine learning in orthopedics. [Extracted from the article]
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قاعدة البيانات: Complementary Index