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Artificial Intelligence in Cancer Prevention, Early Detection, Therapy and Survivorship: From AI Agents to Real-Time Clinical and Genomic Decision Sup
Hardcover
Series: Cancer Treatment and Research, Book 102
Medical ReferenceGeneral Computers
ISBN13: 9783032427144
Publisher: Springer
Published: Feb 24 2027
Pages: 307
Language: English
Artificial intelligence is transforming cancer research and care, but moving from innovation to real-world impact remains a critical challenge. This book provides a practical roadmap for designing, deploying, and scaling intelligent AI systems that support prevention, early detection, precision oncology, and survivorship. Grounded in clinical reality, the book demonstrates how AI can integrate genomic, clinical, and population-level data to generate actionable insights and improve decision-making across the cancer continuum.
At the center of this work are AI-driven conversational agents that allow clinicians, researchers, and health professionals to interact with complex data using natural language. Readers will learn how AI agents interpret user intent, translate questions into executable analyses, operate within secure environments, and collaborate through multi-agent communication to validate findings and generate recommendations. Through real-world examples, case studies, and system architectures, the book moves beyond theory to show how intelligent biomedical platforms are built and used in practice.
Written for clinicians, cancer researchers, data scientists, public health professionals, and trainees, this book offers an accessible yet scientifically rigorous guide to the next generation of cancer intelligence. By combining technical innovation, clinical relevance, and a strong commitment to equity and translation, AI Agents Across the Cancer Continuum presents a compelling vision of AI as an active collaborator in cancer research and care, and a blueprint for the future of precision oncology.
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