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Basics of Image Processing

The Facts and Challenges of Data Harmonization to Improve Radiomics Reproducibility

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Basics of Image Processing Ángel Alberich-Bayarri
Libristo kod: 44353316
Nakladnici Springer, Berlin, studeni 2023
This book, endorsed by EuSoMII, provides clinicians, researchers and scientists a useful handbook to... Cijeli opis
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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.

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Informacije o knjizi

Puni naziv Basics of Image Processing
Autor Ángel Alberich-Bayarri, Fuensanta Bellvís Bataller
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2024
Broj stranica 176
EAN 9783031484452
Libristo kod 44353316
Nakladnici Springer, Berlin
Težina 249
Dimenzije 127 x 203

Kategorija

Medicine & Nursing > Medical specialties, branches of medicine > Medical imaging
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