Mining Biomedical Text, Images and Visual Features for Information Retrieval
暫譯: 生物醫學文本、圖像及視覺特徵的資訊檢索挖掘

Dash, Sujata, Kumar Pani, Subhendu, Dos Santos, Wellington Pinheiro

  • 出版商: Academic Press
  • 出版日期: 2024-11-20
  • 售價: $6,050
  • 貴賓價: 9.5$5,748
  • 語言: 英文
  • 頁數: 668
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 044315452X
  • ISBN-13: 9780443154522
  • 海外代購書籍(需單獨結帳)

商品描述

Mining Biomedical Text, Images and Visual Features for Information Retrieval provides the reader with a broad coverage of the concepts, themes, and instrumentalities of the important and evolving area of biomedical text, images, and visual features towards information retrieval. It aims to encourage an even wider adoption of IR methods for assisting in problem-solving and to stimulate research that may lead to additional innovations in this area of research.The book discusses topics such as internet of things for health informatics; data privacy; smart healthcare; medical image processing; 3D medical images; evolutionary computing; deep learning; medical ontology; linguistic indexing; lexical analysis; and domain specific semantic categories in biomedical applications.It is a valuable resource for researchers and graduate students who are interested to learn more about data mining techniques to improve their research work.

商品描述(中文翻譯)

挖掘生物醫學文本、圖像及視覺特徵以進行資訊檢索》為讀者提供了對生物醫學文本、圖像及視覺特徵在資訊檢索(Information Retrieval, IR)這一重要且不斷發展領域的概念、主題及工具的廣泛涵蓋。它旨在鼓勵更廣泛地採用IR方法來協助解決問題,並刺激可能導致該研究領域額外創新的研究。本書討論的主題包括健康資訊學的物聯網;數據隱私;智慧醫療;醫學影像處理;3D醫學影像;演化計算;深度學習;醫學本體;語言索引;詞彙分析;以及生物醫學應用中的領域特定語義類別。這是一本對於希望深入了解數據挖掘技術以改善其研究工作的研究人員和研究生來說非常有價值的資源。