Robotically-assisted surgical procedure feedback techniques

A method comprising:

• recording an action taken by a robotic surgical device during a portion of a surgical procedure, the robotic surgical device to automatically perform the portion of the surgical procedure on a patient and capture robotic surgical operation data associated with the portion of the surgical procedure;
• intra-operatively inputting the action taken by the robotic surgical device to a prediction engine, the prediction engine configured to generate a robotic surgical procedure prediction output based on a set of robotic surgical procedure weights, the set of robotic surgical procedure weights generated at a feature determination engine based on a correlation of each of a plurality of pre-operative deformities with each of a plurality of successful intra-operative interventions taken by the robotic surgical device, the plurality of successful intra-operative interventions determined by identifying, from among a plurality of intra-operative interventions, a subset of interventions that are associated with favorable post-operative surgical outcome data, the favorable post-operative surgical outcome data identified based on a longitudinal recovery trajectory generated from recovery data generated over a plurality of post-operative time points by a patient-associated sensor, the longitudinal recovery trajectory including objective recovery measurements that change over time;
• generating, in response to the action taken being input at the prediction engine, a robotic surgical procedure prediction output at the prediction engine based on an application of the set of robotic surgical procedure weights to the action taken by the robotic surgical device, the robotic surgical procedure prediction output including at least one result or next action taken after the action;
• determining a robotic surgical procedure recommendation intra-operatively, based on the robotic surgical procedure prediction output, to the portion of the surgical procedure performed by the robotic surgical device;
• and
• outputting the robotic surgical procedure recommendation by intra-operatively providing the robotic surgical procedure recommendation to a surgeon operating the robotic surgical device.

A non-transitory computer-readable medium storing instructions that, when executed by a processor of a device, cause the device to:

• record an action taken by a robotic surgical device during a portion of a surgical procedure, the robotic surgical device to automatically perform the portion of the surgical procedure on a patient and capture robotic surgical operation data associated with the portion of the surgical procedure;
• intra-operatively input the action taken by the robotic surgical device to a prediction engine, the prediction engine configured to generate a robotic surgical procedure prediction output based on a set of robotic surgical procedure weights, the set of robotic surgical procedure weights generated at a feature determination engine based on a correlation of each of a plurality of pre-operative deformities with each of a plurality of successful intra-operative interventions taken by the robotic surgical device, the plurality of successful intra-operative interventions determined by identifying, from among a plurality of intra-operative interventions, a subset of interventions that are associated with favorable post-operative surgical outcome data, the favorable post-operative surgical outcome data identified based on a longitudinal recovery trajectory generated from recovery data generated over a plurality of post-operative time points by a patient-associated sensor, the longitudinal recovery trajectory including objective recovery measurements that change over time;
• generate, in response to the action taken being input at the prediction engine, a robotic surgical procedure prediction output at the prediction engine based on an application of the set of robotic surgical procedure weights to the action taken by the robotic surgical device, the robotic surgical procedure prediction output including at least one result or next action taken after the action;
• determine a robotic surgical procedure recommendation intra-operatively, based on the robotic surgical procedure prediction output, to the portion of the surgical procedure performed by the robotic surgical device;
• and
• output the robotic surgical procedure recommendation by intra-operatively providing the robotic surgical procedure recommendation to a surgeon operating the robotic surgical device.