The Role of Generative AI in Cognitive Diseases Diagnosis, Treatment Planning, and Future Healthcare
161,99 €
UVP
181,89 €
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
12.05.2026
Abbildungen
XV, 519 p. 99 illus., 90 illus. in color.
Herausgeber
Manish Dixit + weitereVerlag
SpringerSeitenzahl
519
Maße (L/B/H)
24,1/16/3,5 cm
Gewicht
961 g
Sprache
Englisch
ISBN
978-3-032-18781-9
This book provides an in-depth exploration of how
generative AI is transforming the diagnosis, treatment planning, and future of cognitive healthcare
. By integrating cutting-edge artificial intelligence with medical science, it highlights how AI-driven innovations are enhancing early detection, intervention strategies, and personalized treatment for neurological disorders such as
Alzheimer’s, Parkinson’s, and dementia
.
Cognitive diseases pose significant challenges due to late-stage diagnoses, limited treatment efficacy, and the complexity of neurological disorders. This book addresses these critical issues by showcasing the role of
AI-generated medical imaging, synthetic data, and biomarker discovery
in improving diagnostic accuracy and advancing research. It introduces
AI-powered digital twins, neuro rehabilitation, and cognitive therapy
, demonstrating how machine learning models can predict disease progression and optimize patient care.
Readers will gain insights into
how AI is reshaping healthcare workflows
, from
GANs, VAEs, and diffusion models
in medical imaging to
AI-assisted patient monitoring and rehabilitation programs
. Ethical considerations, such as
bias in AI models, patient privacy, and regulatory frameworks
, are also discussed, ensuring a balanced perspective on AI adoption in healthcare.
Designed for an
interdisciplinary audience
, this book serves as both an academic reference and a practical guide for
medical professionals, AI researchers, healthcare innovators, and policymakers
. Whether you are a clinician looking to integrate AI into your practice, a researcher exploring AI applications in medicine, or a technology leader shaping the future of healthcare, this book equips you with the knowledge to harness
generative AI for improved cognitive disease management
.
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