Dinc / Ardic Agentic Medicine

Multimodal AI Agents in Healthcare
1. Auflage 2026
ISBN: 978-3-032-26723-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 302 Seiten

Reihe: Medicine

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.

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.

Zielgruppe

Research

Autoren/Hrsg.

Dinc, Rasit

Ardic, Nurittin

Inhaltsverzeichnis

.- Part I - Foundations of Agentic Medicine.
.- Introduction to Agentic Medicine.
.- The Evolution of Artificial Intelligence in Healthcare: From Rule-Based Systems to Agentic Intelligence.
.- Fundamentals of Multimodal AI for Clinical Use.
.- Agent Architectures and the Parm Framework.
.- Multi-Agent Systems and Clinical Coordination.
.- Part II - Digital Twins and Computational Modeling.
.- Principles of Digital Twins in Healthcare.
.- Cardiovascular Digital Twins and Hemodynamic Modeling.
.- Respiratory and Pulmonary Digital Twins.
.- Metabolic, Endocrine, and System-Level Modeling.
.- Pharmacokinetic and Pharmacodynamic (PK/PD) Modeling in Agentic Systems.
.- Part III - Agent Architectures for Clinical Decision Making.
.- Clinical Reasoning and Diagnostic Agents.
.- Treatment Planning and Therapeutic Decision-Making Agents.
.- Monitoring and Adaptive Agents.
.- Critical Care and Intensive Care Unit Agents.
.- Part IV - Clinical Applications of Agent Systems.
.- Agentic Systems in Radiology and Imaging Diagnosis.
.- Agentic Pathology and Oncology Decision Support System.
.- Cardiovascular Medicine: Autonomous Monitoring and Treatment Support.
.- Emergency and Intensive Care: Real-Time Multi-Agent Coordination.
.- Clinical Application and Scaling of Agentic Systems.
.- Part V - Future Directions and Implications.
.- Future Horizons in Agentic Medicine.

Über Autor(innen)

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 (CRC Press),  and (Troubador Publishing), and (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.