Radiomics and its clinical application : artificial intelligence and medical big data

著者

• Tian, Jie
• Dong, Di
• Liu, Zhenyu
• Wei, Jingwei

書誌事項

Radiomics and its clinical application : artificial intelligence and medical big data

Jie Tian ... [et al.]

（The elsevier and miccai society book series）

Academic Press, c2022

• : pbk

注記

Other authors: Di Dong, Zhenyu Liu, Jingwei Wei

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

1. Introduction2. Key technologies and software platforms for radiomics3. Precision diagnosis based on radiomics4. Treatment evaluation and prognosis prediction using radiomics in clinical practice5. Summary and prospects

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BC16970048
• ISBN:
  • 9780128181010
• 出版国コード: uk
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: London
• ページ数/冊数: xii, 287 p.
• 大きさ: 24 cm
• 分類:
  • DC23 : 616.07570285
• 件名:
  • LCSH : Medical radiology
  • LCSH : Diagnostic imaging -- Data processing
  • LCSH : Artificial intelligence -- Medical applications
  • LCSH : Big data
• 親書誌ID:
  • BB23105891