Big Data Challenges and Opportunities
in Healthcare Informatics and Smart
Hospitals
Mohammed K. Hassan, Ali I. El Desouky, Sally M. Elghamrawy
and Amany M. Sarhan
Abstract Healthcare informatics is undergoing a revolution because of the avail-
ability of safe, wearable sensors at low cost. Smart hospitals have exploited the
development of the Internet of Things (IoT) sensors to create Remote Patients moni-
toring (RPM) models that observe patients at their homes. RPM is one of the Ambient
Assisted Living (AAL) applications. The long-term monitoring of patients using the
AALs generates big data. Therefore, AALs must adopt cloud-based architectures to
store, process and analyze big data. The usage of big data analytics for handling and
analyzing the massive amount of big medical data will make a big shift in the health-
care field. Advanced software frameworks such as Hadoop will promote the success
of medical assistive applications because it allows the storage of data in its native
form not only in the form of electronic medical records that can be stored in data
warehouses. Also, Spark and its machine learning libraries accelerate the analysis of
big medical data ten times faster than MapReduce. The advanced cloud technologies
that are capable of handling big data give great hope for developing smart healthcare
systems that can provide innovative medical services. Building smart Remote patient
monitoring models using cloud-based technologies will preserve the lives of patients,
especially the elderly who live alone. A case study for monitoring patients suffer-
ing from chronic diseases (blood pressure disorders) for 24 h with a reading every
M. K. Hassan (B ) · A. I. El Desouky
Department of Computer Engineering and Systems, Faculty of Engineering, Mansoura
University, Mansoura, Egypt
e-mail: m_kamal1976@hotmail.com
A. I. El Desouky
e-mail: prof.dr.ali.eldosouky@gmail.com
S. M. Elghamrawy
Department of Computer Engineering, MISR Higher Institute for Engineering and Technology,
Mansoura, Egypt
e-mail: sally_elghamrawy@ieee.org; sally@mans.edu.eg
A. M. Sarhan
Department of Computer Engineering and Automatic Control, Faculty of Engineering, Tanta
University, Tanta, Egypt
e-mail: prof.dr.amany.sarhan@gmail.com
© Springer Nature Switzerland AG 2019
A. E. Hassanien et al. (eds.), Security in Smart Cities: Models, Applications,
and Challenges, Lecture Notes in Intelligent Transportation and Infrastructure,
https://doi.org/10.1007/978-3-030-01560-2_1
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