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Radiomics and Radiogenomics in Neuro-Oncology

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Descriere

Radiomics and Radiogenomics in Neuro-Oncology: An Artificial Intelligence Paradigm—Volume 2: Genetics and Clinical Applications provides readers with a broad and detailed framework for radiomics and radiogenomics (R-n-R) approaches with AI in neuro-oncology.

It delves into the study of cancer biology and genomics, presenting methods and techniques for analyzing these elements.

The book also highlights current solutions that R-n-R can offer for personalized patient treatments, as well as discusses the limitations and future prospects of AI technologies.


Volume 1: Radiogenomics Flow Using Artificial Intelligence covers the genomics and molecular study of brain cancer, medical imaging modalities and their analysis in neuro-oncology, and the development of prognostic and predictive models using radiomics.


Volume 2: Genetics and Clinical Applications extends the discussion to imaging signatures that correlate with molecular characteristics of brain cancer, clinical applications of R-n-R in neuro-oncology, and the use of Machine Learning and Deep Learning approaches for R-n-R in neuro-oncology.

Detalii
  • ISBN: 9780443185090
  • Autori: Jasjit S. Suri, Sanjay Saxena
  • Limba: Engleză
  • An apariție: 2024
  • Coperta: Paperback
  • Editura: Elsevier Science
  • Nr. pagini: 358
  • Greutate: 590gr
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