Shulph Ink
Artificial Intelligence in Medical Virology
Artificial Intelligence in Medical Virology
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- More about Artificial Intelligence in Medical Virology
This book explores the potential of Artificial Intelligence (AI) in biomedical research and healthcare, with a major emphasis on virology. It covers applications of machine learning methods for structured and unstructured data, COVID-19 analysis, viral infection, disease spread, and control. It also discusses progress and challenges in developing viral vaccines and the application of viruses in translational research and human healthcare. The book covers AI-mediated diagnosis and the development of drugs to treat the disease, as well as ethical and legal challenges posed by AI in healthcare and biomedical research.
Format: Hardback
Length: 189 pages
Publication date: 22 April 2023
Publisher: Springer Verlag, Singapore
This comprehensive book delves into the immense potential of Artificial Intelligence (AI) in biomedical research and healthcare, with a significant focus on virology. The initial chapter introduces the applications of machine learning methods, including classical support vector machines, neural networks, modern deep learning, and natural language processing, for both structured and unstructured data in the fields of biomedical research and healthcare. The subsequent chapters explore the diverse applications of AI in combating the COVID-19 pandemic, analyzing its impact, studying viral infections, disease spread, and implementing effective control measures.
Furthermore, the book identifies the promising applications of machine learning in virology, particularly in the areas of infection diagnosis, transmission, response to treatment, and resistance. It also discusses the progress and challenges in developing viral vaccines and explores the use of viruses in translational research and human healthcare.
Additionally, the book covers the applications of AI-mediated diagnosis and the development of drugs for treating the disease. Towards the end, the book summarizes the ethical and legal challenges posed by AI in healthcare and biomedical research. This book serves as an invaluable resource for researchers, medical and industry practitioners, academics, and students interested in exploring the applications of AI in biomedical research and healthcare.
Weight: 483g
Dimension: 235 x 155 (mm)
ISBN-13: 9789819903689
Edition number: 1st ed. 2023
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