Читать книгу Computational Intelligence and Healthcare Informatics - Группа авторов - Страница 35

This chapter provides an overview regarding better healthcare services with the help of ML and big data technology. It presents big data approaches to gather valuable medical records and further the application of ML algorithm. The implementation of ML tool in medicine shows more accurate result with less processing time. Big data will surely help in collecting and maintaining EHR (electronic health records) for better decision-making in future. This paper provides a systematic review to the researchers about better options in the field of healthcare using ML and big data (Figure 1.5). This paper has identified several application areas in healthcare services using ML and big data which can further improve the unresolved challenges. The traditional healthcare services will be greatly transformed by such technologies. ML will help in improving the relationship between the locals and service provider by providing better service in less time. It will help in keeping an eye on critical patients in real time and help them diagnose the disease and recommend further treatment.

Figure 1.5 Applications of big data in healthcare.