A novel contextual e-healthcare model is implemented based on earlier developed context aware conceptual framework that systematizes IoT infrastructure to obtain e-services based on context information leaving the current infrastructure unaffected. This suggested model merges the idea of image filtering models with communication system where firstly, a system will request and receive the service, a frontend to communicate with cloud service and lastly, convert the image filter equation into Simulink model. This model has created Simulink models to convert the mathematical equations of edge detection and FIFO which will reduce analysis time and user does not need to know any of programming languages. This system has digitized the digital image processing analysis system through web platform and responsive to all devices such as laptop, tab, cell phone, computer, etc. Proper health care is one of the elementary rights and the suggested framework model confirms the availability of services anywhere, anytime without being encircled by any boundary.