Radiomics and Its Clinical Application: Artificial Intelligence and Medical Big Data
暫譯: 放射組學及其臨床應用:人工智慧與醫療大數據

Tian, Jie, Dong, Di, Liu, Zhenyu

  • 出版商: Academic Press
  • 出版日期: 2021-06-09
  • 售價: $4,610
  • 貴賓價: 9.5$4,380
  • 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
  • 海外代購書籍(需單獨結帳)

相關主題

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.

商品描述(中文翻譯)

人工智慧技術在醫療數據分析中的快速發展促成了放射組學(radiomics)的概念。本書介紹了放射組學中的基本和最新技術,例如影像分割、定量影像特徵提取,以及用於模型構建和性能評估的機器學習方法,為進入該領域的研究者提供了寶貴的指導。

本書全面描述了放射組學臨床實踐的三個關鍵方面:精準診斷、治療效果和預後評估,使放射組學成為臨床環境中的一個強大工具。

本書對於從事機器學習和醫療影像分析的科學家和計算機工程師、專注於抗腫瘤藥物的科學家,以及希望了解放射組學及其在臨床實踐中潛力的放射科醫生、病理學家、腫瘤科醫生和外科醫生來說,都是非常有用的資源。