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Methods and Systems for Automatically Determining a Clinical Image or Portion Thereof for Display to a Diagnosing Physician

机译:自动确定要显示给诊断医师的临床图像或其部分的方法和系统

摘要

Methods and systems for automatically determining a clinical image or portion thereof for display to a diagnosing physician. One system includes an electronic processor and an interface for communicating with at least one data source. The electronic processor is configured to receive training information from the at least one data source and determine a subset of images included in each of the plurality of image studies displayed to one or more diagnosing physicians. The electronic processor is also configured to perform machine learning to develop a model based on the training information and the subset of images included in each of the plurality of image studies and receive the image study. The electronic processor is also configured to process the image study using the model to determine a subset of the plurality of images and flag the subset of the plurality of images for manual review by the diagnosing physician.
机译:用于自动确定临床图像或其一部分以显示给诊断医生的方法和系统。一个系统包括电子处理器和用于与至少一个数据源通信的接口。电子处理器被配置为从至少一个数据源接收训练信息,并确定包括在显示给一个或多个诊断医师的多个图像研究中的每个图像研究中的图像的子集。电子处理器还被配置为执行机器学习以基于训练信息和包括在多个图像研究中的每个图像研究中的图像子集来开发模型,并接收图像研究。电子处理器还被配置为使用该模型来处理图像研究以确定多个图像的子集并标记多个图像的子集以供诊断医师手动检查。

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