机器学习在口腔医疗诊断中的应用进展

Application progress of machine learning in oral medical diagnosis

随着人工智能技术的快速发展,机器学习已成为口腔医疗领域的重要工具。机器学习技术用于口腔疾病的诊断和分类,不仅提供了高效的患者风险评估与管理工具,还支持个性化的治疗计划和医疗方案制定。此外,机器学习在医学图像分析和解释方面也发挥了重要作用,能帮助医师快速准确地识别口腔病变和病变类型。本文介绍机器学习在口腔医疗诊断中的典型应用,并对其面临的技术挑战以及可能的解决方案进行讨论。

With the rapid advancement of artificial intelligence technology,machine learning has become a vital tool in the field of oral healthcare.Machine learning technology for the diagnosis and classification of oral diseases not only provides efficient patient risk assessment and management tools,but also supports personalized treatment planning and medical protocol development.In addition,machine learning also plays an important role in medical image analysis and interpretation,helping physicians quickly and accurately identify oral lesions and their types.This article introduced typical applications of machine learning in oral medical diagnosis,and discussed the technical challenges and possible solutions.