Bokus
Suneeta Satpathy, Sachi Nandan Mohanty, Subhendu Kumar Pani, Zahid Akhtar, Weiwei Jiang - AI-Powered Diagnostics, Inbunden

Inbunden, Engelska, 2027

AI-Powered Diagnostics

Advances in Biomedical Imaging and Predictive Analytics

Av Suneeta Satpathy, Sachi Nandan Mohanty, Subhendu Kumar Pani, Zahid Akhtar, Weiwei Jiang

Del i serien Emerging Trends in Biomedical Technologies and Health informatics

2480 kr

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Beskrivning
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.
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Suneeta Satpathy is affiliated with the Center For Cyber Security at SoA Deemed to be University in Bhubaneswar, Odisha, India. Her research focuses on cybersecurity and related technologies.Sachi Nandan Mohanty serves as Professor in the School of Computer Science and Engineering at VIT-AP University, Amaravati, Andhra Pradesh, India. His expertise spans computer science with emphasis on engineering applications.Subhendu Kumar Pani is Professor in the School of Computer Science and Engineering at Krupajal Engineering College, affiliated with BPUT, Odisha, India. His research interests include computer science and engineering disciplines.Zahid Akhtar is affiliated with the Department of Network and Computer Security at State University of New York, Polytechnic Institute, USA. His work focuses on network security and computer systems protection.Weiwei Jiang is based in the School of Information and Communication Engineering at Beijing University of Posts and Telecommunications in Beijing, China. His research encompasses information systems and communication technologies. Professor Jiang specializes in advancing information and communication engineering solutions.

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