Healthcare Data Analytics
September 2, 2021
Healthcare Data Sources and Basic Analytics:
These chapters discuss the details about the various healthcare data sources and the analytical techniques that are widely used in the processing and analysis of such data. The various forms of patient data include electronic health records, biomedical images, sensor data, biomedical signals, genomic data, clinical text, biomedical literature, and data gathered from social media.
Advanced Data Analytics for Healthcare:
These chapters deal with the advanced data analytical methods focused on healthcare. These include the clinical prediction models, temporal pattern mining methods, and visual analytics. In addition, other advanced methods such as data integration, information retrieval, and privacy-preserving data publishing will also be discussed.
