IoT Enabled Ubiquitous Healthcare System using Predictive Analytics
Subasish Mohapatra, Amlan Sahoo, Subhadarshini Mohanty, Debabrata Singh · Procedia Computer Science · 2023
The recent pandemic has shown its different shades across various solicitations, especially in the healthcare sector. It has a great impact on transforming the traditional healthcare architecture which is based on the physical approaching model into the modern or remote healthcare system. By utilizing multiple modern technological paradigms like AI, Cloud Computing, Feature Learning, the Internet of Things, etc. the remote healthcare approach is quite achievable now. A quite feasible and approachable framework has evolved through this work with respect to hardware development and predictive analysis. Multiple hardware modules have been discussed during the hardware development process. After receiving the sensor-acquired data it will pass through the various machine learning models deployed in the cloud. Finally, detailed analytics will be generated out of the meticulous analysis of the procured cardinal, essential and fundamental data of the patients and notified to the concerned medical actors for the necessary actions.