Название: Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions (Intelligent Data-Centric Systems: Sensor Collected Intelligence)
Автор: Hemanth D. Jude (Editor), Deepak Gupta (Editor), Valentina Emilia Balas (Editor)
Издательство: Academic Press
Год: 2019
Формат: PDF(conv.)
Страниц: 260
Размер: 15.2 Mb
Язык: English

Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases.
Provides the methods and tools necessary for intelligent data analysis and gives solutions to problems resulting from automated data collection
Contains an analysis of medical databases to provide diagnostic expert systems
Addresses the integration of intelligent data analysis techniques within biomedical information systems