System and method for use of telemedicine-enabled rehabilitative hardware and for encouraging rehabilitative compliance through patient-based virtual shared sessions with patient-enabled mutual encouragement across simulated social networks

A computer-implemented method for configuring a virtual shared treatment session to encourage a user compliance with a treatment plan, the method comprising:

• receiving treatment data pertaining to the user, wherein the treatment data comprises one or more characteristics of the user;
• determining whether at least one characteristic of the one or more characteristics of the user matches at least one second characteristic of one or more second characteristics of a second user, the second user belonging to a cohort;
• responsive to determining the at least one characteristic of the first user matches the at least one second characteristic of the second user, assigning the first user to the cohort and selecting, via a trained machine learning model, a treatment plan for the first user;
• responsive to transmitting a signal to computing devices of users in the cohort, enabling the computing devices to establish the virtual shared session between the computing devices;
• and
• enabling the virtual shared session between the computing devices of the users in the cohort.

A non-transitory, computer-readable medium storing instructions that, when executed, cause a processing device to:

• receive treatment data pertaining to the user, wherein the treatment data comprises one or more characteristics of the user;
• determine whether at least one characteristic of the one or more characteristics of the user matches at least one second characteristic of one or more second characteristics of a second user, the second user belonging to a cohort;
• responsive to determining the at least one characteristic of the first user matches the at least one second characteristic of the second user, assign the first user to the cohort and selecting, via a trained machine learning model, a treatment plan for the first user;
• responsive to transmitting a signal to computing devices of users in the cohort, enable the computing devices to establish the virtual shared session between the computing devices;
• and
• enable the virtual shared session between the computing devices of the users in the cohort.

A system comprising:

• a memory device storing instructions;
• a processing device communicatively coupled to the memory device, the processing device executes the instructions to:
• receive treatment data pertaining to the user, wherein the treatment data comprises one or more characteristics of the user;
• determine whether at least one characteristic of the one or more characteristics of the user matches at least one second characteristic of one or more second characteristics of a second user, the second user belonging to a cohort;
• responsive to determining the at least one characteristic of the first user matches the at least one second characteristic of the second user, assign the first user to the cohort and selecting, via a trained machine learning model, a treatment plan for the first user;
• responsive to transmitting a signal to computing devices of users in the cohort, enable the computing devices to establish the virtual shared session between the computing devices;
• and
• enable the virtual shared session between the computing devices of the users in the cohort.