Handbook of intelligent healthcare analytics : knowledge engineering with big data için kapak resmi
Başlık:
Handbook of intelligent healthcare analytics : knowledge engineering with big data
Yazar:
Jaya, A., editor.
ISBN:
9781119792550

9781119792536

9781119792543
Fiziksel Tanımlama:
1 online resource.
Seri:
Machine learning in biomedical science and healthcare informatics

Machine learning in biomedical science and healthcare informatics.
İçerik:
An Introduction to Knowledge Engineering and Data Analytics / D Karthika, K Kalaiselvi -- A Framework for Big Data Knowledge Engineering / T Devi, A Ramachandran -- Big Data Knowledge System in Healthcare / P Sujatha, K Mahalakshmi, P Sripriya -- Big Data for Personalized Healthcare / R Dhanalakshmi, Jose Anand -- Knowledge Engineering for AI in Healthcare / A Thirumurthi Raja, B Mahalakshmi -- Business Intelligence and Analytics from Big Data to Healthcare / P Maheswari, A Jaya, João Manuel R S Tavares -- Internet of Things and Big Data Analytics for Smart Healthcare / K Sathish Kumar, PG Om Prakash, N Alangudi Balaji, Robertas Damaševičius -- Knowledge-Driven and Intelligent Computing in Healthcare / R Mervin, Dinesh Mavalaru, Tintu Thomas -- Secure Healthcare Systems Based on Big Data Analytics / A Angel Cerli, K Kalaiselvi, Vijayakumar Varadarajan -- Predictive and Descriptive Analysis for Healthcare Data / Pritam R Ahire, Rohini Hanchate -- Machine and Deep Learning Algorithms for Healthcare Applications / K France, A Jaya, Doru Tiliute -- Artificial Intelligence in Healthcare Data Science with Knowledge Engineering / S Asha, V Kanchana Devi, G Sahaja Vaishnavi -- Knowledge Engineering Challenges in Smart Healthcare Data Analysis System / S J Agasba Saroj, B Saleena, B Prakash -- Big Data in Healthcare: Management, Analysis, and Future Prospects / A Akila1, R Parameswari, C Jayakumari -- Machine Learning for Information Extraction, Data Analysis and Predictions in the Healthcare System / G Jaculine Priya, S Saradha -- Knowledge Fusion Patterns in Healthcare / N Deepa, N Kanimozhi -- Commercial Platforms for Healthcare Analytics: Health Issues for Patients with Sickle Cells / JK Adedeji, TO Owolabi, RS Fayose -- New Trends and Applications of Big Data Analytics for Medical Science and Healthcare / K Niha, W Aisha Banu.
Özet:
HANDBOOK OF INTELLIGENT HEALTHCARE ANALYTICS The book explores the various recent tools and techniques used for deriving knowledge from healthcare data analytics for researchers and practitioners. The power of healthcare data analytics is being increasingly used in the industry. Advanced analytics techniques are used against large data sets to uncover hidden patterns, unknown correlations, market trends, customer preferences, and other useful information. A Handbook on Intelligent Healthcare Analytics covers both the theory and application of the tools, techniques, and algorithms for use in big data in healthcare and clinical research. It provides the most recent research findings to derive knowledge using big data analytics, which helps to analyze huge amounts of real-time healthcare data, the analysis of which can provide further insights in terms of procedural, technical, medical, and other types of improvements in healthcare. In addition, the reader will find in this Handbook: Innovative hybrid machine learning and deep learning techniques applied in various healthcare data sets, as well as various kinds of machine learning algorithms existing such as supervised, unsupervised, semi-supervised, reinforcement learning, and guides how readers can implement the Python environment for machine learning; An exploration of predictive analytics in healthcare; The various challenges for smart healthcare, including privacy, confidentiality, authenticity, loss of information, attacks, etc., that create a new burden for providers to maintain compliance with healthcare data security. In addition, this book also explores various sources of personalized healthcare data and the commercial platforms for healthcare data analytics. Audience Healthcare professionals, researchers, and practitioners who wish to figure out the core concepts of smart healthcare applications and the innovative methods and technologies used in healthcare will all benefit from this book.
Notlar:
John Wiley and Sons
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