Название: Big Data and Artificial Intelligence for Healthcare Applications Автор: Ankur Saxena, Nicolas Brault Издательство: CRC Press Год: 2021 Страниц: 287 Язык: английский Формат: pdf (true) Размер: 32.6 MB
This book covers a wide range of topics on the role of Artificial Intelligence, Machine Learning, and Big Data for healthcare applications and deals with the ethical issues and concerns associated with it. This book explores the applications in different areas of healthcare and highlights the current research.
"Big Data and Artificial Intelligence for Healthcare Applications" covers healthcare big data analytics, mobile health and personalized medicine, clinical trial data management and presents how Artificial Intelligence can be used for early disease diagnosis prediction and prognosis. It also offers some case studies that describes the application of Artificial Intelligence and Machine Learning in healthcare.
Researchers, healthcare professionals, data scientists, systems engineers, students, programmers, clinicians, and policymakers will find this book of interest.
Table of Contents: 1. Big Data with Hadoop System. 2. Supervised and Unsupervised Leaning. 3. Natural Language Processing (NLP) with Artificial Intelligence. 4. Big Data in Personalize Medicine and Healthcare. 5. mHealth devices in Healthcare. 6. Diseases Prediction using Machine Learning. 7. Artificial Intelligence and Deep Learning for Medical Diagnosis and Treatment. 8. Genome Application in Machine Learning. 9. Clinical Trials with Machine Learning. 10. Recent Trends in Healthcare with Big Data and Artificial Intelligence. 11. Ethical issues and challenges with Artificial Intelligence in Healthcare.
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