Algorithm 1 The steps of the proposed IoT architecture based on the Deep Learning Model.

Read: The smart medical healthcare sensors data. Connect: Make connection to firebase database for transferring data. Authentication: Medical officer authentication. IF: Transfer==’successful’ 1. Transferring of smart medical healthcare sensors data using JSON dump method. 2. Already trained deep learning model make predictions on sensor data. 3. Based on predictions medical report of patient is generated with remarks as prediction. 4. Report is sent back from firebase cloud storage to medical officer device. Else: Transfer==’Unsuccessful’ 1. Smart medical healthcare sensors data is stored in the shared preference of the device. 2. Shared preference data is sent to firebase cloud storage whenever the connectivity is successful.