论文标题

肾脏疾病的计算病理学:综合视角

Computational pathology in renal disease: a comprehensive perspective

论文作者

Cossio, Manuel

论文摘要

计算病理学是一个在过去几年中补充了诊断病理学的各种亚专科的领域。在本文中,简要分析了肾脏科中不同的应用。首先,提供了不同形式的图像生产形式的概述。为了继续,描述了计算机视觉模型的最常见应用,不同临床应用的显着特征以及遇到的数据保护注意事项。为了完成开发,我深入研究了这些应用程序的解释性,并深入扩展了该领域的三个维度。

Computational pathology is a field that has complemented various subspecialties of diagnostic pathology over the last few years. In this article a brief analyzis the different applications in nephrology is developed. To begin, an overview of the different forms of image production is provided. To continue, the most frequent applications of computer vision models, the salient features of the different clinical applications, and the data protection considerations encountered are described. To finish the development, I delve into the interpretability of these applications, expanding in depth on the three dimensions of this area.

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