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Artificial Intelligence in Molecular Biology and Medicine

Artificial Intelligence in Molecular Biology and Medicine

Bolakale Aremu

52,62 €
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Editorial:
Indy Pub
Año de edición:
2026
Materia
Inteligencia artificial
ISBN:
9798240992834
52,62 €
IVA incluido
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Artificial intelligence is transforming the life sciences. From decoding genomic information and predicting protein structures to accelerating drug discovery and enabling precision medicine, AI is revolutionizing the way scientists investigate biological systems, understand disease, and improve patient care.This book is the first volume in the Artificial Intelligence in the Life Sciences Series and provides a comprehensive introduction to the biological, computational, and medical foundations of one of the most important scientific transformations of the twenty-first century.The rapid growth of genomics, transcriptomics, proteomics, metabolomics, medical imaging, and electronic health records has created an unprecedented explosion of biological data. Traditional analytical methods are often unable to fully exploit these complex datasets. Artificial intelligence and machine learning now provide powerful tools for extracting meaningful insights, identifying hidden patterns, accelerating scientific discovery, and supporting clinical decision-making.In this volume, readers will explore:• The convergence of artificial intelligence, molecular biology, and medicine• The biological data revolution and digital healthcare• Genomic, transcriptomic, proteomic, metabolomic, clinical, and imaging data• Electronic health records and healthcare analytics• Core concepts of artificial intelligence and machine learning• Supervised, unsupervised, and reinforcement learning• Model evaluation, performance metrics, and generalization• Foundations of deep learning and neural networks• AI-driven DNA sequence analysis• Applications of artificial intelligence in genomics, transcriptomics, and proteomics• Opportunities, challenges, and future directions of AI in biomedical research and healthcareBONUS COMPANION RESOURCESIncluded with this volume is access to a companion figure library containing high-resolution versions of all diagrams and illustrations featured throughout the book. These resources are valuable for students, educators, researchers, and professionals who wish to review concepts, support teaching activities, or incorporate figures into educational presentations.Written in a clear and accessible style, this book bridges the gap between computational technologies and the biological sciences, making advanced concepts understandable to readers from diverse academic and professional backgrounds.Whether you are a student, educator, researcher, healthcare professional, biotechnology specialist, data scientist, bioinformatician, or lifelong learner, this volume provides a strong foundation for understanding how artificial intelligence is transforming modern biology and medicine.Future volumes in the series explore advanced topics including bioinformatics, multi-omics integration, protein structure prediction, synthetic biology, genome editing, precision medicine, oncology, drug discovery, large language models, digital twins, ethical considerations, and emerging AI technologies.As biological data continue to grow in scale and complexity, artificial intelligence is becoming an indispensable tool for scientific discovery and medical innovation. This volume offers a guided introduction to the concepts, technologies, and biological foundations shaping the future of the life sciences.

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