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Automatic Creation of Imaging Story Boards from Medical Imaging Studies

机译:根据医学影像研究自动创建影像故事板

摘要

A mechanism is provided in a data processing system comprising a processor and a memory, the memory comprising instructions that are executed by the processor to specifically configure the processor to implement a medical imaging story board creation engine. The medical imaging story board creation engine executing in the data processing system receives a patient data structure comprising a medical imaging study comprising a plurality of electronic medical images. The medical imaging story board creation engine analyzes the patient data structure to determine a modality of the medical imaging study. The medical imaging story board creation engine determines, based on the determined modality of the medical imaging study, for each electronic image in the medical imaging study, at least one of an image mode or viewpoint. The medical imaging story board creation engine performs a saliency feature extraction operation on the electronic medical images in the medical imaging study based on the image mode or viewpoint of each of the electronic medical images. The medical imaging story board creation engine selects a subset of electronic medical images based on results of the saliency feature extraction. The medical imaging story board creation engine generates and outputs a collection of selected electronic medical images based on the selection of the subset of electronic medical images to form a medical imaging story board.
机译:在包括处理器和存储器的数据处理系统中提供了一种机制,该存储器包括由处理器执行以特定地配置处理器以实现医学成像故事板创建引擎的指令。在数据处理系统中执行的医学成像故事板创建引擎接收患者数据结构,该患者数据结构包括医学成像研究,该医学成像研究包括多个电子医学图像。医学影像故事板创建引擎分析患者数据结构,以确定医学影像研究的方式。医学成像故事板创建引擎基于医学成像研究的确定的方式,为医学成像研究中的每个电子图像确定图像模式或视点中的至少一个。医学成像故事板创建引擎基于每个电子医学图像的图像模式或视点,对医学成像研究中的电子医学图像执行显着性特征提取操作。医学成像故事板创建引擎根据显着性特征提取的结果选择电子医学图像的子集。医学成像故事板创建引擎基于电子医学图像的子集的选择来生成并输出所选电子医学图像的集合,以形成医学成像故事板。

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