Abstract: Embodiments herein disclose computer-implemented methods, computer program products and computer systems for performing neurological diagnostic assessments. The computer-implemented method may include processors configured for receiving biometric activity data corresponding to user extremity movement from a mobile device associated with a user. Further, the computer-implemented method may include processors configured for transmitting the biometric activity data to a machine learning model. Furthermore, the computer-implemented may be configured for processing, using the machine learning model, the biometric activity data to generate first model output data corresponding to a first score. Even further, the computer-implemented method may include processors configured for determining that the first model output data corresponds to a neurological disorder classification based at least on the first score exceeding a predetermined threshold.

Abstract: A mobile device application prompts and conducts audio and/or video tests using a microphone on a smartphone, tablet or laptop in order to record and analyze a patient's speech, cough, breathing and other sounds in order to diagnose the patient with Covid 19, another ailment, or as having normal ranges not indicative of disease. The mobile device's tests and protocols use program instructions, AI processing and other automated tools to facilitate the speed and reliability of the testing.