Data Science in Healthcare: A Complete Guide
暫譯: 醫療保健中的數據科學：完整指南
Delanerolle, Gayathri, Bouchareb, Yassine, Katsikopoulos, Konstantinos V.
- 出版商: CRC
- 出版日期: 2026-07-27
- 售價: $5,930
- 貴賓價: 9.5 折 $5,633
- 語言: 英文
- 頁數: 250
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032799595
- ISBN-13: 9781032799599
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相關分類:
Data-mining、Machine Learning
尚未上市，無法訂購
商品描述
This book brings together everything you need to know about data science within healthcare systems, with a primary focus on showing how to advance automated and non-automated analytical methods for extracting valuable insights from healthcare data.
It draws upon a range of interconnected disciplines, including machine learning, big data analytics, statistics, pattern recognition, computer vision, and Semantic Web Technologies. The book emphasizes the practical application of these disciplines in the healthcare domain inclusive of quality assurance, governance and regulatory overview. It includes instructional chapters on data science in healthcare as a foundation, then progresses to showcase real world, successful examples of data science and AI applications in healthcare, highlighting their range of usefulness and potential.
Intended primarily for healthcare professionals, including clinical academics, academics and trainees working in the healthcare or medical sectors, this book offers crucial insights into cutting-edge data science technologies, essential for driving innovation in both healthcare businesses and patient care.
商品描述(中文翻譯)
這本書匯集了您在醫療系統中所需了解的所有數據科學知識，主要著重於展示如何推進自動化和非自動化的分析方法，以從醫療數據中提取有價值的見解。
本書涵蓋了一系列相互關聯的學科，包括機器學習、大數據分析、統計學、模式識別、計算機視覺和語義網技術。書中強調這些學科在醫療領域的實際應用，包括質量保證、治理和法規概述。它包含了有關醫療數據科學的教學章節作為基礎，然後進一步展示了數據科學和人工智慧在醫療領域的成功實例，突顯其多樣的實用性和潛力。
本書主要針對醫療專業人士，包括臨床學者、學術界人士以及在醫療或醫學領域工作的實習生，提供了對尖端數據科學技術的關鍵見解，這些技術對於推動醫療業務和病人護理的創新至關重要。
作者簡介
Dr Gayathri Delanerolle, Senior Clinical Researcher, Southern Health NHS Foundation Trust, UK.
Dr Yassine Bouchareb is a Registered Clinical Scientist, Health Care Professions Council, UK. As well as an Assistant Professor of Medical Physics, College of Medicine and Health Sciences, Sultan Qaboos University, Oman.
Ashish Laxminarayana Shetty, Visiting Professor of Anaesthesiology & Pain Medicine, SSAHE, India. Shetty is also an Honorary Associate Professor, UCL, London and Chief Medical Officer (Pain and Neuromodulation) at NuroKor.
Konstantinos V. Katsikopoulos, Professor of Behavioural Sciences and Founding Co-Director at the Center for Behavioral Experimental Action and Research, University of Southampton, UK.
Peter Phiri, Director of Research & Innovation (Interim), Southern Health NHS Foundation Trust, UK.
作者簡介(中文翻譯)
Dr. Gayathri Delanerolle，英國南方健康國民健康服務基金會的高級臨床研究員。
Dr. Yassine Bouchareb 是英國健康護理專業委員會註冊的臨床科學家，同時也是阿曼蘇丹卡布斯大學醫學與健康科學學院的醫學物理助理教授。
Ashish Laxminarayana Shetty，印度SSAHE麻醉學與疼痛醫學的客座教授。Shetty 同時也是倫敦大學學院的榮譽副教授，以及NuroKor的首席醫療官（疼痛與神經調節）。
Konstantinos V. Katsikopoulos，英國南安普敦大學行為科學教授及行為實驗行動與研究中心的創始共同主任。
Peter Phiri，英國南方健康國民健康服務基金會的研究與創新主任（臨時）。
