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

Tian, Jie, Dong, Di, Liu, Zhenyu

  • 出版商: Academic Press
  • 出版日期: 2021-06-09
  • 售價: $4,020
  • 貴賓價: 9.5$3,819
  • 語言: 英文
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 012818101X
  • ISBN-13: 9780128181010
  • 相關分類: 人工智慧大數據 Big-data
  • 下單後立即進貨 (約2~3週)

商品描述

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.