Mathematical Modeling and AI-Driven Computational Techniques for Epidemiology and Disease Dynamics
eBook - ePub

Mathematical Modeling and AI-Driven Computational Techniques for Epidemiology and Disease Dynamics

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Mathematical Modeling and AI-Driven Computational Techniques for Epidemiology and Disease Dynamics

About this book

Mathematical Modeling and AI-Driven Computational Techniques for Epidemiology and Disease Dynamics offers a comprehensive exploration of innovative methodologies at the intersection of mathematics, biology, and medicine. This book delves into advanced mathematical modeling, artificial intelligence, and computational intelligence, providing essential tools for understanding and managing complex disease dynamics. Covering a wide range of topics, including fractional-order modeling, optimal control strategies, and privacy-preserving technologies, it addresses critical challenges in public health and healthcare systems. With contributions from leading experts, this volume bridges theoretical advancements and practical applications, making it an invaluable resource for researchers, healthcare professionals, and academics seeking interdisciplinary solutions to global health issues. - Presents advanced modeling techniques like fractional-order systems, stochastic analysis, and deep learning frameworks applied to real-world problems such as breast cancer, dengue, HBV, LSD, and COVID-19 - Provides practical solutions for disease control strategies, viscoelastic tissue modeling, and healthcare data security, fostering interdisciplinary applications of computational intelligence - Offers a forward-looking perspective on the application of computational intelligence in healthcare, emphasizing sustainable monitoring and mitigation strategies

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Information

Publisher
Academic Press
Year
2026
Topic
Biological Sciences
eBook ISBN
9780443332357
Subtopic
Biotechnology
Index
Biological Sciences

Table of contents

  1. Title of Book
  2. Part 1: Classical and fractional approaches to infectious disease modeling
  3. Part 2: Artificial intelligence and advanced modeling in epidemiology
  4. Part 3: Mathematical, statistical, and AI-based models in biomedicine and healthcare
  5. Index

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Yes, you can access Mathematical Modeling and AI-Driven Computational Techniques for Epidemiology and Disease Dynamics by Sayooj Aby Jose,Jisha C.R.,Olfa Boubaker in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Biotechnology. We have over 1.5 million books available in our catalogue for you to explore.