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Method and system for generating medical image based on text data in medical report

机译:基于医学报告中的文本数据生成医学图像的方法和系统

摘要

Embodiments of the present disclosure disclose methods and systems for generating medical images based on text data in a medical report.For generation, text data is acquired from each of the patient's more than one medical report.The text data includes one or more medical events and corresponding one or more attributes associated with one or more medical reports.Further, each matching score of a plurality of reference images is calculated based on the text data using the first machine learning model.Calculating the matching score selects one or more images from multiple reference images based on the matching score associated with each of the plurality of reference images.Patient medical images are generated based on one or more images and text data using a second machine learning model.
机译:本公开的实施例公开了用于基于医学报告中的文本数据生成医学图像的方法和系统。生成,从每个患者的多于一个医疗报告中获取文本数据。文本数据包括一个或多个医疗事件和对应与一个或多个医疗报告相关联的一个或多个属性.Further,多个参考图像的每个匹配得分基于使用第一机器学习模型的文本数据计算。匹配得分从多个引用中选择一个或多个图像基于与多个参考图像中的每一个相关联的匹配分数。使用第二机器学习模型基于一个或多个图像和文本数据生成本周的匹配分数。

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