Agentic Medicine: Multimodal AI Agents in Healthcare
暫譯: 代理醫療：多模態人工智慧代理在醫療保健中的應用
Dinc, Rasit, Ardic, Nurittin
相關主題
商品描述
Agentic Medicine brings a transformative approach to healthcare delivery through multimodal AI agents capable of autonomous clinical reasoning, real-time patient monitoring, and adaptive decision-making. This comprehensive textbook presents the PARM (Planning, Action, Reflection, Memory) framework as a unified architecture for developing AI systems that can independently analyze complex medical data, implement therapeutic interventions, and continuously learn from clinical outcomes across diverse healthcare domains.
Agentic Medicine: Multimodal AI Agents in Healthcare systematically examines twenty different clinical applications, from cardiovascular digital twins to respiratory monitoring, emergency department triage to personalized pharmacology, and demonstrates how agentic AI systems integrate multimodal data streams (imaging, genomics, wearable sensors, electronic health records) to provide context-aware clinical support. Each chapter combines theoretical foundations with practical application strategies, addressing critical challenges in bias reduction, explainability, regulatory compliance, and clinical integration.Designed for clinicians, AI researchers, healthcare administrators, and medical informatics professionals, this work bridges the gap between AI capabilities and real-world medical applications, offering visionary perspectives on autonomous healthcare systems and actionable guidance for the development, validation, and deployment of AI agents that improve patient outcomes while maintaining human oversight and ethical standards.
商品描述(中文翻譯)
代理醫學（Agentic Medicine）透過多模態人工智慧（AI）代理人，帶來了一種變革性的醫療服務交付方式，這些代理人具備自主臨床推理、即時病人監測和自適應決策的能力。本書全面介紹了PARM（計劃、行動、反思、記憶）框架，作為開發能夠獨立分析複雜醫療數據、實施治療干預並持續從臨床結果中學習的AI系統的統一架構，涵蓋多樣的醫療領域。
《代理醫學：醫療中的多模態AI代理人》系統性地檢視了二十種不同的臨床應用，從心血管數位雙胞胎到呼吸監測、急診部門分診到個性化藥理學，並展示了代理AI系統如何整合多模態數據流（影像學、基因組學、可穿戴感測器、電子健康紀錄），以提供具情境感知的臨床支持。每一章節結合理論基礎與實務應用策略，針對偏見減少、可解釋性、法規遵循和臨床整合等關鍵挑戰進行探討。
本書旨在為臨床醫生、AI研究人員、醫療管理者和醫學資訊專業人士提供橋樑，連結AI能力與現實醫療應用，提供對自主醫療系統的前瞻性視角，以及針對開發、驗證和部署能改善病人結果的AI代理人，同時保持人類監督和倫理標準的可行指導。
作者簡介
Dr. Rasit Dinc holds dual doctorate degrees in health sciences and business administration and is a distinguished professor of health sciences. He has conducted advanced academic research at some of the world's most prestigious institutions, including Harvard, MIT and Yale, where he gained extensive expertise in his fields. Dr. Dinc serves as the Chairman of the Board at INVAMED, a medical innovation institute globally recognized as a leader in the development and production of innovative medical devices and healthcare solutions. With more than 100 patented medical devices and treatment methods, Dr. Dinc is a leading figure in global healthcare innovation. His research is widely published and frequently cited in international scientific journals, reflecting the strong impact of his work worldwide. He is also a regular speaker at international congresses and symposia, where he shares his research, medical innovations, and insights on health sciences, digital health, and biotechnology. In addition to his scientific and institutional leadership, Dr. Dinc is also the accomplished author of Natural Health Sciences: A Comprehensive Guide (CRC Press), Digital Health: The Impact of Technology on Healthcare and Machine Learning for Healthcare (Troubador Publishing), and Navigating the Business Side of Biomedicine and Biotechnology (Walter de Gruyter).
Nurittin Ardic, MD is a Professor of Clinical Microbiology and Basic Immunology. He works at INVAMED (Ankara, Turkey) as the Medical Director, and works as voluntarily consultant at Med-International UK Health Agency Ltd. (Nuneaton, England). His research focuses on neutrophil extracellular traps (NETs) in cardiovascular diseases, AI applications in healthcare, and translational medicine. Dr. Ardic has published extensively on immunothrombosis, biomarker discovery, and precision medicine, with particular expertise in integrating artificial intelligence methodologies into biomedical research. He also operates a holistic medical practice combining evidence-based medicine with innovative therapeutic approaches.
作者簡介(中文翻譯)
拉西特·丁克博士擁有健康科學和商業管理的雙博士學位，是健康科學的傑出教授。他在全球一些最負盛名的機構進行了高級學術研究，包括哈佛大學、麻省理工學院和耶魯大學，並在其領域獲得了廣泛的專業知識。丁克博士擔任INVAMED的董事會主席，該醫療創新機構在創新醫療設備和健康解決方案的開發和生產方面被全球認可為領導者。丁克博士擁有超過100項專利的醫療設備和治療方法，是全球醫療創新的領軍人物。他的研究廣泛發表並經常被國際科學期刊引用，反映出其工作的全球影響力。他也是國際會議和研討會的常客演講者，分享他的研究、醫療創新以及對健康科學、數位健康和生物技術的見解。除了他的科學和機構領導角色外，丁克博士還是《自然健康科學：綜合指南》（CRC Press）、《數位健康：科技對醫療的影響》和《醫療保健的機器學習》（Troubador Publishing）以及《生物醫學和生物技術的商業面導航》（Walter de Gruyter）的成功作者。
努里丁·阿爾迪克醫生是臨床微生物學和基礎免疫學的教授。他在INVAMED（土耳其安卡拉）擔任醫療主任，並自願擔任英國Med-International健康機構有限公司（英格蘭納尼頓）的顧問。他的研究專注於心血管疾病中的中性粒細胞外陷阱（NETs）、人工智慧在醫療保健中的應用以及轉化醫學。阿爾迪克博士在免疫血栓形成、生物標記物發現和精準醫療方面發表了大量研究，特別擅長將人工智慧方法整合到生物醫學研究中。他還經營一個綜合醫療實踐，結合循證醫學和創新的治療方法。
