智能科学与技术学报2024，Vol.6Issue(3)：338-346,9.DOI:10.11959/j.issn.2096-6652.202433
OrthoGPT:面向精准诊疗的多模态骨科大模型
OrthoGPT:multimodal generative pre-trained transformer models for precise diagnosis and treatment of orthopedics
摘要
Abstract
This paper proposes OrthoGPT,a multimodal generative pre-trained transformer model designed for precise di-agnosis and treatment of orthopedic diseases.It addresses several challenges in orthopedic care,such as the difficulties in emergency management outside hospital settings,the complexity and high risks associated with surgical planning,and the strong demand for personalized rehabilitation therapy.The model leverages multimodal feature alignment and fusion tech-nology,multi-scenario personalized diagnosis and treatment plan generation technology,combined with an orthopedic world model based on parallel theory and multi-agent methods.It aims to provide preliminary diagnosis and emergency guidance in non-hospital scenarios,simulate and predict personalized postoperative treatment outcomes,assist doctors in surgical planning,and offer personalized rehabilitation treatment suggestions.The purpose of this paper is to explore the potential applications of OrthoGPT in improving the efficiency and effectiveness of orthopedic diagnosis and treatment,enhancing the patient experience,and advancing the development and application of artificial intelligence in the field of orthopedics.关键词
骨科/大模型/智慧医疗/平行医疗Key words
orthopedics/large language models/smart healthcare/parallel medicine分类
信息技术与安全科学引用本文复制引用
张志成,王静,张阳,田永林,张濛濛,吕宜生,王飞跃..OrthoGPT:面向精准诊疗的多模态骨科大模型[J].智能科学与技术学报,2024,6(3):338-346,9.基金项目
国家自然科学基金项目(No.62176266) （No.62176266）
北京市自然科学基金项目(No.J200012) （No.J200012）
澳门特别行政区科学技术发展基金项目(No.0145/2023/RIA3,No.0093/2023/RIA2) The National Natural Science Foundation of China(No.62176266),Beijing Natural Science Foundation(No.J200012),The Science and Technology Development Fund of Macao Special Administrative Region(No.0145/2023/RIA3,No.0093/2023/RIA2) （No.0145/2023/RIA3,No.0093/2023/RIA2）
