Systems and methods for using smart exercise devices to perform cardiovascular rehabilitation

A smart exercise device, comprising:

• an interface comprising a smart mirror configured to present information pertaining to a treatment plan being performed by a user while the user interacts with the smart exercise device;
• a memory device storing instructions;
• and
• a processing device communicatively coupled to the memory device, wherein the processing device executes the instructions to:
• receive health information associated with the user;
• in response to determining a threshold number of new users that have been unanalyzed, determine, based on the health information associated with the user, an eligibility numerical value of the user for cardiac rehabilitation,
• wherein the eligibility numerical value is calculated based on the health information associated with the user comprising a Cardiac-Related Event (CRE) and the user having an average weight and physical condition, and
• wherein one or more machine learning models are trained, and wherein, further, subsequently received data is used to retrain the one or more machine learning models:
• (i) to receive, as input, the health information and (ii) to output the determined eligibility numerical values;
• in response to determining other eligibility numerical values for other users, select a subset of users, including the user, as being eligible for cardiac rehabilitation, wherein the subset of users have eligibility numerical values greater than fifty percent;
• in response to determining that the user is in the subset of users and is eligible for cardiac rehabilitation, generate the treatment plan for the user, wherein the treatment plan pertains to a cardiac rehabilitation that is specific to the user, and wherein the treatment plan defines at least one of a desired body posture, a range of motion, a joint or limb angle, and a motion for the user while performing the treatment plan;
• and
• assign the treatment plan to the smart exercise device to enable the user to perform the cardiac rehabilitation while the user interacts with the smart exercise device;
• and
• to facilitate conformity with the treatment plan, cause the smart mirror to display a visual cue in response to a deviation of the user from at least one of the desired body posture, the range of motion, the joint or limb angle, and the motion defined by the treatment plan, wherein the visual cue includes at least one of (i) highlighting, changing a color of, or outlining a body part of the user that is deviating from the treatment plan, (ii) encircling the body part of the user that is deviating from the treatment plan, and (iii) displaying a line indicating an axis of the body part and an axis corresponding to a desired form for the body part defined by the treatment plan.