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Basics of Image Processing

Name: Basics of Image Processing
Brand: Springer, Berlin
SKU: 44353316
Price: 75.62 EUR
Availability: InStock
Author: Ángel Alberich-Bayarri
ISBN: 9783031484452

The Facts and Challenges of Data Harmonization to Improve Radiomics Reproducibility

Ángel Alberich-Bayarri

Fuensanta Bellvís Bataller

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 44353316

Nakladateľstvo Springer, Berlin, november 2023

This book, endorsed by EuSoMII, provides clinicians, researchers and scientists a useful handbook to... Celý popis

Libristo kód: 44353316

183 b

75.62 €

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This book, endorsed by EuSoMII, provides clinicians, researchers and scientists a useful handbook to navigate the intricate landscape of data harmonization, as we embark on a journey to improve the reproducibility, robustness and generalizability of multi-centric real-world data radiomic studies. 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. As authors embark on this exploration of data harmonization in radiomics, they hope to ignite discussions, foster new ideas, and inspire researchers, clinicians, and scientists alike to embrace the challenges and opportunities that lie ahead. Together, they elevate radiomics as a reproducible technology and establish it as an indispensable and actionable tool in the quest for improved cancer diagnosis and treatment.