AI and Precision Medicine in Infectious Disease Management

1. Auflage 2025
ISBN: 978-1-041-01621-2
Verlag: CRC Press

Buch, Englisch, 222 Seiten, Format (B × H): 178 mm x 254 mm

Reihe: AI in Clinical Practice

This book presents technical advancements of artificial intelligence (AI)–based technologies and computational biology approaches, highlighting their applications in developing smart healthcare and precision medicine for managing infectious diseases. It discusses cutting-edge AI tools, particularly machine and deep learning models, and generative AI to assist in disease prediction and prevention, disease surveillance and diagnosis, drug discovery, drug design and development, healthcare, personalized medicine, pharmacology, and vaccine development. The contents fit the goal of establishing "Good Health and Well-Being", which is one of the "Sustainable Development Goals (SDGs) 2030".

Key Features:

• Includes AI/omics approaches in precision medicine and smart healthcare

• Summarizes AI-driven drug and vaccine developments and AI tools for infectious

disease prevention for clinicians, researchers, and policymakers

• Proposes AI-based strategies for disease prediction, surveillance, and diagnosis

Zielgruppe

Professional Practice & Development

Autoren/Hrsg.

Chen, Jen-Tsung

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Epidemiologie, Medizinische Statistik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Infektionskrankheiten
• Naturwissenschaften Chemie Chemie Allgemein Chemometrik, Chemoinformatik

Inhaltsverzeichnis

1. Controlling Emerging Infectious Diseases: Latest Overview of Epidemiology and Therapeutics 2. Integrating AI Technology into Biomedical Research and Health Innovation: Edge Tools and Emerging Trends 3. AI Technology-Powered Precision Medicine and Smart Healthcare: Technical Advancements and Prospects 4. Precision Medicine and Omics Approaches for Managing Infectious Diseases: Technologies, Applications, and Current Achievements 5. AI-Enhanced Vaccine Development against Emerging Infectious Diseases 6. AI Technologies and Molecular Diagnostics for Managing Infectious Diseases 7. AI-Assisted Strategies for Combating Antimicrobial Resistance and Healthcare-Associated Infections 8. Approaches of AI and Advanced Computational Biology for Combating HIV Infections 9. Machine Learning and Systems Biology for Precision Tuberculosis Treatment 10. AI-Enhanced Drug Development against Emerging Infectious Diseases

Über Autor(innen)

Dr. Jen-Tsung Chen is a professor of cell biology at the National University of Kaohsiung in Taiwan, where he teaches cell biology, genomics, proteomics, plant physiology, and plant biotechnology. Dr. Chen’s research interests include bioactive compounds, chromatography techniques, plant molecular biology, plant biotechnology, bioinformatics, and systems pharmacology. He is an active editor of academic books and journals to advance the exploration of multidisciplinary knowledge involving plant physiology, plant biotechnology, nanotechnology, ethnopharmacology, and systems biology. He serves as an editorial board member in reputed journals, including Plant Methods, GM Crops & Food, Plant Nano Biology, Biomolecules, International Journal of Molecular Sciences, and as a guest editor in Frontiers in Plant Science, Frontiers in Pharmacology, Journal of Fungi, and Current Pharmaceutical Design. Dr. Chen published books in collaboration with Springer Nature, CRC Press/Taylor & Francis Group, and CABI, and he is handling book projects for some more international publishers on topics of bioinformatics, drug discovery, epigenetics, nanotechnology, bioengineering, plant functional genomics, plant speed breeding, and CRISPR-based plant genome editing. In 2023 and 2024, Elsevier and Stanford University recognized Dr. Chen as one of the "World’s Top 2% Scientists". Dr. Chen received the Springer Nature Editor of Distinction Award in 2025.