AI-Powered Diagnostics

AI-Powered Diagnostics: Advances in Biomedical Imaging and Predictive Analytics explores the challenges and opportunities associated with AI integration in biomedical imaging and predictive analytics for healthcare diagnostics.Covering foundations of AI in biomedical diagnostics, AI in biomedical and predictive imaging, and emerging applications and future directions, this book:• Explores how AI algorithms are being integrated into medical imaging systems across modalities like MRI, CT, and pathology slides.• Covers applications of machine learning and deep learning fundamentals for healthcare applications.• Explains data acquisition and preprocessing for AI-powered diagnostic systems.• Presents real-world case studies illustrating clinical implementation of AI-powered diagnostic tools.• Discusses predictive analytics models for early disease detection, treatment planning, and outcome forecasting.• Reviews ethical and regulatory frameworks, data privacy issues, and model explainability in clinical AI.This book is primarily written for biomedical engineers designing diagnostic systems, clinicians seeking to understand AI integration in radiology, researchers advancing predictive health analytics, and diverse audiences in academic, clinical, and industrial settings.