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Radiomics and Its Clinical Application : Artificial Intelligence and Medical Big Data

By: (Author) Di Dong , (Author) Jie Tian , (Author) Jingwei Wei , (Author) Zhenyu Liu

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Ksh 17,250.00

Format: Paperback / Softback

ISBN-10: 012818101X

ISBN-13: 9780128181010

Series: The MICCAI Society book Series

Publisher: Elsevier Science Publishing Co Inc

Imprint: Academic Press Inc

Country of Manufacture: NL

Country of Publication: GB

Publication Date: Jun 9th, 2021

Print length: 300 Pages

Weight: 638 grams

Dimensions (height x width x thickness): 19.20 x 23.40 x 2.40 cms

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The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field. It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in the clinical setting. This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, and radiologists, pathologists, oncologists, as well as surgeons wanting to understand radiomics and its potential in clinical practice.

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