Book Details

Healthcare Solutions Using Machine Learning and Informatics / Punit Gupta, Dinesh Kumar Saini, Rohit Verma

Publication year: 2022

: 9781032201986

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Covers novel and innovative solutions for the healthcare that apply machine learning and biomedical informatics technology. The healthcare sector is one of the most critical in society. This book presents a series of artificial intelligence, machine learning, intelligent IoT-based solutions for medical image analysis, medical big data processing, disease predictions. Machine learning and artificial intelligence use cases in healthcare presented in the book give researchers, practitioners, and students a wide range of practical examples of cross-domain convergence. The wide variety of topics covered include: Artificial Intelligence in healthcare Machine learning solutions for such disease as diabetes, arthritis, cardiovascular disease, and COVID-19 Big data analytics solutions for healthcare data processing Reliable biomedical applications using AI models Intelligent IoT in healthcare. The book explains fundamental concepts as well as the advanced use cases illustrating how to apply emerging technologies such as machine learning, AI models, data informatics into practice to tackle challenges in the field of healthcare with real-world scenarios. Chapters contributed by noted academicians and professionals examine various solutions, frameworks, applications, case studies, and best practices in the healthcare domain


: Artificial intelligence Medical applications, Aufsatzsammlung, Datenverarbeitung, Künstliche Intelligenz, Maschinelles Lernen, Medical informatics, AI, Machine learning for diabetes, Machine learning algorithm - cardiovascular disease prediction, Machine learning algorithm- image sensing, Big data analytics in healthcare, Disease detection, Imaging sensors, Deep learning, Smart farming,