Precision Health and Artificial Intelligence: With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies
暫譯: 精準健康與人工智慧：隱私、倫理、偏見、健康公平、最佳實踐與案例研究
Panesar, Arjun
相關主題
商品描述
This book provides a comprehensive explanation of precision (i.e., personalized) healthcare and explores how it can be advanced through artificial intelligence (AI) and other data-driven technologies.
From improving the diagnosis, treatment, and monitoring of many medical conditions to the effective implementation of precise patient care, this book will help you understand datasets produced from digital health technologies and IoT and teach you how to employ analytical methods such as convolutional neural networks and deep learning to analyze that data. You'll also see how this data-driven approach can enhance and democratize value-based healthcare delivery. Additionally, you'll learn how the convergence of AI and precision health is revolutionizing healthcare, including some of the most difficult challenges facing precision medicine, such as ethics, bias, privacy, and health equity.
Precision Health and Artificial Intelligence provides the groundwork for clinicians, engineers, bioinformaticians, and healthcare enthusiasts to apply AI to healthcare.
What You Will Learn
- Understand the components required to facilitate precision health and personalized care
- Apply and implement precision health systems
- Overcome the challenges of delivering precision healthcare at scale
- Reconcile ethical and moral implications of delivering precision healthcare
- Gain insight into the hurdles providers face while implementing precision healthcare
Healthcare professionals, clinicians, engineers, bioinformaticians, chief information officers (CIOs), and students
商品描述(中文翻譯)
這本書提供了對精準（即個人化）醫療的全面解釋，並探討如何通過人工智慧（AI）和其他數據驅動技術來推進這一領域。
從改善許多醫療狀況的診斷、治療和監測，到有效實施精準病人護理，本書將幫助您理解來自數位健康技術和物聯網（IoT）所產生的數據集，並教您如何運用分析方法，如卷積神經網絡（convolutional neural networks）和深度學習（deep learning）來分析這些數據。您還將看到這種數據驅動的方法如何增強並民主化以價值為基礎的醫療服務。此外，您將了解AI與精準健康的融合如何徹底改變醫療行業，包括面對精準醫療的一些最棘手的挑戰，如倫理、偏見、隱私和健康公平。
《精準健康與人工智慧》為臨床醫生、工程師、生物資訊學家和醫療愛好者提供了將AI應用於醫療的基礎。
您將學到的內容：
- 理解促進精準健康和個人化護理所需的組成部分
- 應用和實施精準健康系統
- 克服大規模提供精準醫療的挑戰
- 調和提供精準醫療的倫理和道德影響
- 獲得對提供者在實施精準醫療時面臨的障礙的洞察
本書適合的讀者：
醫療專業人員、臨床醫生、工程師、生物資訊學家、首席資訊官（CIO）及學生
作者簡介
Arjun is an advisor to the Information School, University of Sheffield, an Honorary Clinical Lecturer in precision healthcare and AI at Warwick Medical School, University of Warwick, an Alumni Fellow to the NHS Innovation Accelerator, and recognized by Imperial College as an Emerging Alumni Leader in 2020 for his contribution and impact to health.
作者簡介(中文翻譯)
阿爾君·潘納薩（Arjun Panesar）是DDM Health的創始人，該公司是一家屢獲殊榮的數位療法提供商，服務超過180萬人。他擁有倫敦帝國學院（Imperial College London）計算機與人工智慧（AI）一級榮譽學位（MEng），並在大數據和人工智慧領域擁有超過二十年的經驗。阿爾君領導開發基於證據的數位創新，利用機器學習的力量為全球的患者、健康服務和政府提供精準健康和醫療。他的工作獲得了BBC、福布斯（Forbes）、新科學家（New Scientist）和泰晤士報（The Times）的認可，並獲得了一系列創新、商業和技術獎項。最近，DDM Health的應用程式被評為歐洲最高評價的數位健康應用程式。
阿爾君是謝菲爾德大學（University of Sheffield）資訊學院的顧問，華威醫學院（Warwick Medical School, University of Warwick）精準醫療與人工智慧的榮譽臨床講師，NHS創新加速器的校友研究員，並於2020年被帝國學院認定為新興校友領袖，以表彰他對健康領域的貢獻和影響。
