人工智能在腰椎退行性疾病中的应用现状与研究进展OA
Current Status and Research Progress of Artificial Intelligence in the Application of Lumbar Degenerative Diseases
腰椎退行性疾病多见于中老年人,主要表现为腰背部及下肢疼痛、功能障碍及生活质量下降.随着社会人口老龄化加剧,越来越多的腰椎退行性疾病困扰着人们,严重影响其生活质量.腰椎退行性疾病种类复杂多样,诊断和治疗难度较高.长期以来,其精确诊断及治疗一直是学者们研究的重点方向.近年来,医工结合的理念在提高腰椎退行性疾病的诊断准确率与手术成功率等方面逐渐受到重视.随着人工智能(artificial intelligence,AI)的快速发展,其高效的计算能力可以模拟疾病的发生、发展及预后,对疾病的诊治评估具有重要意义.目前,将AI技术与脊柱外科疾病的诊疗相结合已成为脊柱外科领域的研究热点,AI的引入有助于降低腰椎退行性疾病的诊治难度.论述近年来AI技术在腰椎退行性病变诊治过程中的应用,包括医学影像分析、协助诊断、术中应用及术后并发症预测等方面的原理及临床实践,以期为AI与腰椎退行性疾病诊疗的高效结合提供新的思路.
Lumbar degenerative diseases are more common in middle-aged and elderly people,mainly manifested as lower back and lower limb pain,functional impairment,and decreased quality of life.With the increasing aging of the population,more and more degenerative diseases of the lumbar spine are troubling people,seriously affecting their quality of life.The types of degenerative diseases of the lumbar spine are complex and diverse,and the diagnosis and treatment are difficult.For a long time,accurate diagnosis and treatment have been the focus of scholars'research.In recent years,the concept of combining medicine and engineering has gradually gained attention in improving the diagnostic accuracy and surgical success rate of lumbar degenerative diseases.With the rapid development of artificial intelligence(AI),its efficient computing power can simulate the occurrence,development,and prognosis of diseases,which is of great significance for the diagnosis,treatment,and evaluation of diseases.At present,combining AI technology with the diagnosis and treatment of spinal surgery diseases has become a research hotspot in the field of spinal surgery.The introduction of AI can help reduce the difficulty of diagnosis and treatment of lumbar degenerative diseases.This article discusses the application of AI technology in the diagnosis and treatment of lumbar degenerative diseases in recent years,including the principles and clinical practices of medical image analysis,assisted diagnosis,intraoperative application,and postoperative complication prediction,in order to provide new ideas for promoting the efficient combination of AI and lumbar degenerative disease diagnosis and treatment.
李超;李稳超;郭宏;唐振宇;俞鹏飞;朱广晔;马智佳;李红卫
南京中医药大学附属苏州市中医医院,江苏 苏州 215009||南京中医药大学,江苏 南京 210046嘉兴市中医医院,浙江 嘉兴 314000南京中医药大学附属苏州市中医医院,江苏 苏州 215009南京中医药大学附属苏州市中医医院,江苏 苏州 215009南京中医药大学附属苏州市中医医院,江苏 苏州 215009南京中医药大学附属苏州市中医医院,江苏 苏州 215009南京中医药大学附属苏州市中医医院,江苏 苏州 215009南京中医药大学附属苏州市中医医院,江苏 苏州 215009
医药卫生
人工智能腰椎退行性疾病深度学习机器人手术
artificial intelligencelumbar degenerative diseasesdeep learningrobotic surgery
《中西医结合慢性病杂志》 2026 (2)
85-90,6
苏州市吴门医派研究专项科研基金项目(SYWD2024309)
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