Advancing Healthcare Through Decision Intelligence: Machine Learning, Robotics, and Analytics in Biomedical Informatics
暫譯: 透過決策智慧推進醫療保健:生物醫學資訊中的機器學習、機器人技術與分析
Dey, Somen, Kumar, Vidyapati, Pratihar, Dilip Kumar
- 出版商: Academic Press
- 出版日期: 2025-05-30
- 售價: $5,710
- 貴賓價: 9.5 折 $5,425
- 語言: 英文
- 頁數: 220
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443264805
- ISBN-13: 9780443264801
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相關分類:
機器人製作 Robots、Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
Advancing Healthcare through Decision Intelligence: Machine Learning, Robotics, and Analytics in Biomedical Informatics demonstrates real-world applications of decision intelligence - specifically machine learning, robotics, and analytics - to drive innovation and improvements in healthcare delivery and outcomes. The book provides a comprehensive overview of the latest developments in decision intelligence technologies, and offers a practical resource that can help navigate through the complex landscape of healthcare decision-making. In 5 themes Advancing Healthcare through Decision Intelligence: Machine Learning, Robotics, and Analytics in Biomedical Informatics focuses on the use of data analytics aad management techniques in healthcare to improve decision-making and healthcare outcomes, on the use of robotics, robots and genomics to improve biomedical informatics, on the use of genomics, clinical decision support systems (CDSS), machine learning, and deep learning to improve precision medicine and personalized treatment and on the ethical implications of using artificial intelligence (AI) in healthcare, ensuring trust in the technology, and making sure that it can be explained and understood by all stakeholders. This book is a valuable resource for health professionals, scientists and researchers, health practitioners, students, and all those who wish to broaden their knowledge in the allied field.
商品描述(中文翻譯)
《透過決策智慧推進醫療保健:生物醫學資訊中的機器學習、機器人技術與分析》展示了決策智慧的實際應用——特別是機器學習、機器人技術和分析——以推動醫療保健交付和結果的創新與改善。這本書提供了決策智慧技術最新發展的全面概述,並提供了一個實用資源,幫助讀者在複雜的醫療決策環境中導航。書中以五個主題為重點,探討數據分析和管理技術在醫療保健中的應用,以改善決策和醫療結果;探討機器人技術、機器人和基因組學在改善生物醫學資訊中的應用;探討基因組學、臨床決策支持系統(CDSS)、機器學習和深度學習在改善精準醫療和個性化治療中的應用;以及探討在醫療保健中使用人工智慧(AI)的倫理影響,確保技術的信任,並確保所有利益相關者都能理解和解釋這些技術。本書是健康專業人士、科學家和研究人員、健康從業者、學生以及所有希望擴展相關領域知識的人的寶貴資源。