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Next-Generation Diagnostics: Bio-Intelligent AI for Imaging and Precision Medicine

Editat de Sudharsan M, K Prakash, Ahmed A. Elngar
en Limba Engleză Hardback – 30 noi 2026
The book discusses the transformative role of artificial intelligence in healthcare, with a focus on bio-AI applications that leverage machine learning, deep learning, and predictive modeling for diagnostics and precision medicine. The book will focus on data acquisition and preprocessing in clinical and biomedical contexts, machine learning techniques for healthcare classification and prediction, deep learning applications in medical imaging and genomics, predictive analytics for patient outcomes and risk assessment, hybrid models and ensemble learning for AI-driven decision support systems, and telemedicine applications in public health.
The book is primarily written for academics and researchers in AI, biomedical informatics, and healthcare technology, healthcare professionals seeking AI-driven diagnostic solutions, industry leaders in biotechnology and digital health, graduate and postgraduate students in computer science, biomedical engineering, healthcare informatics, and applied AI programs. 
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Specificații

ISBN-13: 9781041301103
ISBN-10: 1041301103
Pagini: 504
Ilustrații: 154
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Academic, Postgraduate, Undergraduate Advanced, and Undergraduate Core

Cuprins

Chapter 1: Survey Bio-Intelligence and AI in HealthcareChapter 2: Data Acquisition and Preprocessing in Clinical and Biomedical ContextsChapter 3: Machine Learning Techniques for Healthcare Classification and PredictionChapter 4: Deep Learning Applications in Medical Imaging and GenomicsChapter 5: Predictive Analytics for Patient Outcomes and Risk AssessmentChapter 6: Hybrid Models, Ensemble Learning, and AI-Driven Decision Support SystemsChapter 7: Comparison analysis Telemedicine, and Public Health and conclusion

Notă biografică

Sudharsan M is an Assistant Professor at Presidency University, India, specializing in AI and ML with 11+ Scopus publications, three book chapters, and 12+ patents including five granted.
K. Prakash is an Assistant Professor at Presidency University, India, who has published 13 Scopus-indexed papers, contributed to three book chapters, and holds six patents with three granted internationally.
Ahmed A. Elngar is a Faculty Member at Beni-Suef University, Egypt, and is a globally recognized researcher in AI, Cybersecurity, and Blockchain with over 2000 citations and 20+ h-index. 

Descriere

The book explores the advantages and transformative applications of integrating AI technologies into healthcare systems for next-generation diagnostics and precision medicine, covering bio-AI applications that leverage machine learning, deep learning, and predictive modeling to improve clinical outcomes and optimize healthcare processes.