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Artificial Intelligence (AI) based Decision-Making Model for Orthodontic Diagnosis and Treatment Planning

机译:基于人工智能(AI)正畸诊断和治疗计划的决策模型

摘要

A computer-implemented method and corresponding system provide orthodontic treatment options for use in orthodontic diagnosis or treatment planning. The method performs a rules-based expert system analysis on a given feature variable to produce expert system treatment options. The given feature variable represents an orthodontic feature of a patient. The method applies a computer-implemented multi-component model to a given set of feature variables to produce multi-component model-based treatment options that include primary and secondary model-based treatment options. The method compares the expert system treatment options to the multi-component model-based treatment options to determine disagreement or agreement between each other, enabling a suitable treatment decision to be arrived at which can be valuable to clinicians for verifying treatment plans, minimizing human error, training orthodontists, and improving reliability.
机译:计算机实施的方法和相应的系统提供正畸治疗方案,用于正畸诊断或治疗计划。该方法对给定功能变量执行基于规则的专家系统分析,以产生专家系统处理选项。给定的特征变量代表患者的正畸特征。该方法将计算机实现的多组件模型应用于给定的一组特征变量,以生成基于多组件的基于模型的处理选项,包括主要和辅助模型的基于模型的处理选项。该方法将专家系统治疗方案与基于多组分模型的治疗方案进行比较,以确定彼此之间的分歧或协议,使得能够到达合适的治疗决定,这对临床医生来说对于验证治疗计划,最小化人为错误可能是有价值的,训练正畸师,提高可靠性。

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