Application of Artificial Intelligence in Early Detection of Lung Cancer

Chakrabarti, Amlan, Kar, Madhuchanda, Mukherjee, Jhilam

  • 出版商: Academic Press
  • 出版日期: 2024-05-10
  • 售價: $5,770
  • 貴賓價: 9.5$5,482
  • 語言: 英文
  • 頁數: 450
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0323952453
  • ISBN-13: 9780323952453
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

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商品描述

Application of Artificial Intelligence in Early Detection of Lung Cancer presents the most up-to-date computer-aided diagnosis techniques used to effectively predict and diagnose lung cancer. The presence of pulmonary nodules on lung parenchyma is often considered an early sign of lung cancer, thus using machine and deep learning technologies to identify them is key to improve patients' outcome and decrease the lethal rate of such disease. The book discusses topics such as basics of lung cancer imaging, pattern recognition techniques, deep learning, and nodule detection and localization. In addition, the book discusses risk prediction based on radiological analysis and 3D modeling. This is a valuable resource for cancer researchers, oncologists, graduate students, radiologists, and members of biomedical field who are interested in the potential of AI technologies in the diagnosis of lung cancer.

商品描述(中文翻譯)

《人工智慧在肺癌早期檢測中的應用》介紹了最新的計算機輔助診斷技術,用於有效預測和診斷肺癌。肺實質上的肺結節往往被認為是肺癌的早期徵兆,因此使用機器學習和深度學習技術來識別它們對於改善患者結果和降低該疾病的致命率至關重要。本書討論了肺癌影像學基礎、模式識別技術、深度學習以及結節檢測和定位等主題。此外,本書還討論了基於放射學分析和三維建模的風險預測。這是一本對於癌症研究人員、腫瘤學家、研究生、放射科醫師以及對於人工智慧技術在肺癌診斷中潛力感興趣的生物醫學領域成員來說非常有價值的資源。