SYSTEM AND METHOD FOR USING ARTIFICIAL INTELLIGENCE IN TELEMEDICINE-ENABLED HARDWARE TO OPTIMIZE REHABILITATIVE ROUTINES CAPABLE OF ENABLING REMOTE REHABILITATIVE COMPLIANCE

• Main Authors: Posnack, Daniel, Arn, Peter, Guaneri, Joseph, Mueller, Micheal, Greene, Jonathan, Para, Wendy, Hacking, S. Adam, Mason, Steven
• Format: Patent
• Language: English
• Published: 06.05.2021
• Subjects: AMUSEMENTS; APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING,CLIMBING, OR FENCING; BALL GAMES; GAMES; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; HUMAN NECESSITIES; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS; SPORTS; TRAINING EQUIPMENT

A computer-implemented system comprising a treatment apparatus, a patient interface, and a processing device is disclosed. The processing device is configured to receive treatment data pertaining to the user during the telemedicine session, wherein the treatment data comprises one or more characteristics of the user; determine, via one or more trained machine learning models, at least one respective measure of benefit one or more exercise regimens provide the user, wherein the determining the respective measure of benefit is based on the treatment data; determine, via the one or more trained machine learning models, one or more probabilities of the user complying with the one or more exercise regimens; and transmit the treatment plan to a computing device, wherein the treatment plan is generated based on the one or more probabilities and the respective measure of benefit the one or more exercise regimens provide the user.