Artificial Intelligence in Healthcare and Biomedical Visualization
暫譯: 醫療保健與生物醫學視覺化中的人工智慧
Malawana, Johann, Arjomandi Rad, Arian, Vardanyan, Robert
- 出版商: Springer
- 出版日期: 2026-01-03
- 售價: $8,120
- 貴賓價: 9.5 折 $7,714
- 語言: 英文
- 頁數: 189
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032065194
- ISBN-13: 9783032065193
-
相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book opens with a broad survey of how AI and biomedical visualization are reshaping medicine today. It defines the global challenges--workforce shortages, exploding data volumes, and rising costs--that make AI's intervention critical, and introduces the core technologies (machine learning, virtual reality, telemedicine) driving innovation across diagnostic, educational, and delivery systems. By framing these advances within real world pressures, the introduction establishes why a holistic, interdisciplinary treatment of AI's role in healthcare is both timely and essential.
Delving deeper, the text is organized into ten thematically linked chapters. It begins by charting the anatomy of medical data and the visualization tools that make complex information interpretable, then moves into machine learning approaches for imaging and AI driven diagnostic platforms. Subsequent chapters explore immersive virtual reality simulations for clinician training, the ethical and regulatory imperatives of AI adoption, and the evolution of AI in medical education and surgical simulation. The book also examines frontier applications--autonomous health systems in spaceflight, AI supported care in low resource settings, and strategies for workforce adaptation--before concluding with a forward looking synthesis of best practices and future directions.
This volume is crafted for a diverse readership--clinicians seeking to integrate AI tools, researchers probing new algorithms, healthcare administrators designing policy, and students building interdisciplinary expertise. By combining case studies, evidence based analyses, and practical guidance, it equips readers to navigate AI's complexities responsibly, optimize clinical workflows, and ultimately improve patient outcomes. Whether you're on the front lines of care or shaping the next generation of medical innovation, this book delivers the insights and frameworks needed to harness AI's transformative potential.
商品描述(中文翻譯)
本書開篇廣泛調查了人工智慧（AI）和生物醫學視覺化如何重塑當今醫學。它定義了全球挑戰——人力資源短缺、數據量激增和成本上升——使得AI的介入變得至關重要，並介紹了推動診斷、教育和交付系統創新的核心技術（機器學習、虛擬實境、遠程醫療）。通過將這些進展置於現實世界的壓力之中，導言確立了對AI在醫療保健中角色的整體性、跨學科的探討為何既及時又必要。
深入探討後，文本組織成十個主題相關的章節。它首先描繪了醫療數據的結構及使複雜信息可解釋的視覺化工具，然後轉向影像學的機器學習方法和AI驅動的診斷平台。隨後的章節探討了臨床醫生訓練的沉浸式虛擬實境模擬、AI採用的倫理和監管要求，以及AI在醫學教育和外科模擬中的演變。本書還檢視了前沿應用——太空飛行中的自主健康系統、低資源環境中的AI支持護理，以及人力資源適應策略——最後以對最佳實踐和未來方向的前瞻性綜合作結。
本書旨在為多元讀者群體而作——尋求整合AI工具的臨床醫生、探索新算法的研究人員、設計政策的醫療管理者，以及建立跨學科專業知識的學生。通過結合案例研究、基於證據的分析和實用指導，它使讀者能夠負責任地駕馭AI的複雜性，優化臨床工作流程，並最終改善病人結果。無論您是在護理的前線，還是塑造下一代醫療創新，本書都提供了利用AI變革潛力所需的見解和框架。
作者簡介
Dr. Johann Malawana: Johann is the CEO of Medics Academy, Managing Director of The Healthcare Leadership Academy (HLA) and the Associate Dean - Innovation at the School of Medicine and Dentistry at the University of Lancashire. Johann has a focus on Innovation, Entrepreneurship, Leadership of Health Systems and Technology Enhanced Learning.
Dr. Arian Arjomandi Rad: Dr. Arian Arjomandi Rad is the Research Director at The Healthcare Leadership Academy and currently a cardio-thoracic surgery nationally appointed trainee in Oxford. He graduated from Imperial College London, with a degree in Medicine and Surgery. He also obtained a degree in Management from Imperial College London Business School. He is a PhD candidate in Cardiothoracic Surgery at the University of Maastricht, School for Cardiovascular Diseases. Dr. Arjomandi Rad has a strong interest in Cardiothoracic Surgery, with a particular focus on academic cardiac surgery, mitral valve surgery, left ventricular assist devices, and mechanical circulatory support. He holds a particular passion for innovation, leadership and research with interests spanning the intersection of surgery, medical technology and digital health. Over his short career, he has published over 90 papers, served as editor for 2 books, held over 40 national and international presentations, and received 13 academic awards/prizes, including The Diana Legacy Award for his research and volunteering activities.
Dr. Robert Vardanyan: Dr Robert Vardanyan is a neurosurgical nationally appointed trainee in the Severn deanery. Graduated from Imperial College School of Medicine and Imperial College Business School, his professional life has been dedicated to excelling in academic neurosciences, operative neurosurgery, and surgical research.
He has achieved 50 publications and presented at more than 70 national and international academic forums, all whilst developing his clinical and operative abilities into a devoted neurosurgical resident. His academic contributions are further demonstrated by his co-authorship of various educational resources, including two textbooks on the Objective Structured Practical Examinations for undergraduate medical education. He is also a co-director of the HLA Research Masterclass Course with Dr Arjomandi Rad, aimed at fostering research skills among students and professionals worldwide.
Additionally, his involvement in Bioethics and Diploma in the Philosophy of Medicine have allowed him to explore and contribute to the application of bioethics in everyday clinical practice, particularly, with regards to artificial intelligence-enabled healthcare and surgery.
Dr. George Miller: George is an Emergency Medicine Doctor. The Executive Committee takes responsibility for the day-to-day running of the HLA, George also separately chairs the HLA Research Collaborative. He is also an Honorary University Lecturer, a Fellow of the Institute of Leadership and Management and a lead for the Intermediate Leadership Programme.
In addition to his work at the HLA, he is a President at Amnesty International and sits on the International Advisory Council at Action Against Hunger.
He was one of the top scoring applicants for the AFP, CST and Public Health Training across the country, and he has presented national courses on 'Success in Medical School', 'Preparing for the AFP' and 'Preparing for the PSA'. He has conducted his policy research at the Department of Social Policy and Intervention, University of Oxford.
作者簡介(中文翻譯)
約翰·馬拉瓦納博士：約翰是醫學學院的首席執行官、醫療領導學院（HLA）的常務董事，以及蘭開夏大學醫學與牙科學院的創新副院長。約翰專注於創新、創業、健康系統的領導以及技術增強學習。
阿里安·阿爾喬曼迪·拉德博士：阿里安·阿爾喬曼迪·拉德博士是醫療領導學院的研究主任，目前在牛津擔任全國指定的心胸外科實習生。他畢業於倫敦帝國學院，獲得醫學和外科學位，並在倫敦帝國商學院獲得管理學位。他是馬斯特里赫特大學心血管疾病學院心胸外科的博士候選人。阿爾喬曼迪·拉德博士對心胸外科有濃厚的興趣，特別專注於學術心臟外科、二尖瓣手術、左心室輔助裝置和機械循環支持。他對創新、領導和研究充滿熱情，並對外科、醫療技術和數位健康的交集有興趣。在他短暫的職業生涯中，他已發表超過90篇論文，擔任2本書的編輯，參加超過40場國內外演講，並獲得13項學術獎項/獎品，包括因其研究和志願活動而獲得的戴安娜遺產獎。
羅伯特·瓦達尼安博士：羅伯特·瓦達尼安博士是塞文教區的神經外科全國指定實習生。他畢業於倫敦帝國醫學院和倫敦帝國商學院，專業生涯致力於在學術神經科學、手術神經外科和外科研究方面的卓越表現。他已發表50篇論文，並在70多個國內外學術論壇上發表演講，同時將其臨床和手術能力發展為一名專注的神經外科住院醫師。他的學術貢獻還體現在他共同編寫的各種教育資源上，包括兩本針對本科醫學教育的客觀結構化實踐考試教科書。他還與阿爾喬曼迪·拉德博士共同擔任HLA研究大師班課程的共同主任，旨在促進全球學生和專業人士的研究技能。此外，他在生物倫理學和醫學哲學文憑方面的參與使他能夠探索並貢獻於生物倫理在日常臨床實踐中的應用，特別是在人工智慧驅動的醫療保健和外科手術方面。
喬治·米勒博士：喬治是一名急診醫學醫生。執行委員會負責HLA的日常運營，喬治還單獨擔任HLA研究合作組的主席。他還是一名榮譽大學講師，領導與管理學會的成員，以及中級領導計劃的負責人。除了在HLA的工作外，他還是國際特赦組織的主席，並在反饑餓行動的國際諮詢委員會任職。他是全國AFP、CST和公共衛生培訓的高分申請者之一，並曾在全國性課程上講授「醫學院的成功」、「為AFP做準備」和「為PSA做準備」。他在牛津大學社會政策與干預系進行政策研究。
