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Artificial Intelligence and Headache Disorders
Hardcover
Series: Headache
Medical ReferenceGeneral Computers
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ISBN13: 9783032413901
Publisher: Springer
Language: English
This book is the first comprehensive resource dedicated to the application of artificial intelligence (AI) in headache disorders, with a particular focus on migraine. Although the use of AI in healthcare has been extensively explored, no existing volume brings together the full spectrum of approaches, from machine learning and deep learning to digital twins and AI-driven drug discovery, within the context of headache medicine.
The book addresses a significant gap in the literature by integrating clinical expertise, data science, and ethical considerations into a coherent and accessible framework. One of its key strengths is its multidisciplinary authorship, bringing together neurologists, data scientists, and AI ethicists to ensure clinical relevance, methodological rigor, and ethical integrity.
The chapters provide both foundational knowledge, including core concepts, terminology, historical developments, and methodological approaches, and practical insights into applications such as diagnosis, classification, prediction, and treatment optimization. They also examine emerging opportunities and challenges that are likely to shape the future of the field.
Designed for clinicians, researchers, data scientists, industry professionals, and students, the book also offers valuable perspectives for patient advocates and healthcare policymakers. By combining patient-centered approaches with technological innovation, it serves as a forward-looking reference that not only summarizes current achievements but also outlines a roadmap for future progress.
Ultimately, the book aims to foster interdisciplinary collaboration, stimulate innovative research, and accelerate advances in the understanding, diagnosis, and treatment of headache disorders.
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