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SURGICAL DECISION SUPPORT USING A DECISION THEORETIC MODEL

机译:使用决策理论模型的手术决策支持

摘要

A surgical procedure on a patient is monitored at a sensor to provide an observation. A current surgical state is estimated as a belief state over of a plurality of surgical states, representing different phases of the surgery, from the observation and an observation function for each surgical state. A world state of a plurality of world states representing a state of one of the patient, a medical professional performing the surgical procedure, and the environment in which the surgical procedure is being conducted is estimated from the estimated surgical state. From the estimated surgical state, the estimated world state, and a model, at least one surgical state that will be entered during the surgical procedure is predicted and an output representing the predicted at least one surgical state is provided O at an associated output device.
机译:在传感器上监视患者的外科手术过程以提供观察。根据每个手术状态的观察和观察函数,将当前手术状态估计为代表手术不同阶段的多个手术状态中的置信状态。根据所估计的手术状态来估计多个世界状态中的世界状态,该世界状态代表患者,执行外科手术程序的医学专业人员以及正在执行外科手术程序的环境中的一个的状态。根据估计的手术状态,估计的世界状态和模型,将预测将在手术过程中进入的至少一个手术状态,并在相关的输出设备处提供代表所预测的至少一种手术状态的输出。

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