图像处理基础：数据整合以提高放射学特征提取可重复性的事实与挑战

English | 2024 | ISBN: 3031484452 | 218 Pages | PDF EPUB (True) | 11 MB

In these pages, the authors delve into the foundational principles of radiomics and its far-reaching implications for precision medicine. They describe the different methodologies used in extracting quantitative features from medical images, the building blocks that enable the transformation of images into actionable predictions. This book sweeps from understanding the basis of harmonization to the implementation of all the knowledge acquired to date, with the aim of conveying the importance of harmonizing medical data and providing a useful guidance to enable its applicability and the future use of advanced radiomics-based models in routine clinical practice.

在这本书中，作者们深入探讨了放射组学的基础原理及其对精准医疗的深远影响。他们描述了从医学图像中提取定量特征的不同方法，以及使图像转变为可行动预测的构建块。这本书涵盖了从理解标准化基础到运用迄今为止所获得的所有知识的过程，并旨在传达标准化医疗数据的重要性，为高级放射组学模型在常规临床实践中应用和未来使用提供有用指导。

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