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...

Full description

Bibliographic Details
Corporate Author: ScienceDirect (Online service)
Other Authors: Saxena, Sanjay, 1986- (Editor), Suri, Jasjit S. (Editor)
Format: eBook
Language:English
Published: London, U.K. : Academic Press, [2025]
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary: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. This volume 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.
Physical Description:1 online resource
Bibliography:Includes bibliographical references and index.
ISBN:9780443185106
0443185107