Collection of user choices and resulting outcomes from surgeries to provide weighted suggestions for future decisions

A method for optimizing a selection of a control loop for surgical elements during a medical procedure to achieve safe and reliable outcomes for patients, the method comprising:

• receiving a user input indicating a selection of a procedure from a plurality of procedures, and a selection of a tactical domain target, wherein the procedure and the tactical domain target are associated with a parameter of a patient;
• filtering, based on the selection of the procedure, a plurality of surgical elements to obtain a primary surgical element and a secondary surgical element associated with the procedure, wherein the primary surgical element comprises a plurality of primary control loops associated with an output characteristic of the primary surgical element, and the secondary surgical element comprises a plurality of secondary control loops associated with an output characteristic of the secondary surgical element;
• determining a tactical domain data for the procedure, wherein the tactical domain data comprises one or more relationships associated with the primary surgical element, the secondary surgical element, the parameter of the patient, and the tactical domain target;
• receiving a primary control data from the primary surgical element based on a primary control loop from the plurality of primary control loops, wherein the primary control data comprises the output characteristic associated with the primary surgical element;
• receiving a secondary control data from the secondary surgical element based on a secondary control loop from the plurality of secondary control loops, wherein the secondary control data comprises the output characteristic associated with the secondary surgical element;
• generating a recommendation based on the tactical domain data, the primary control data, and the secondary control data, wherein the recommendation comprises an indication of an optimized control loop for the primary surgical element during the procedure, wherein the optimized control loop adjusts the output characteristic associated with the primary surgical element to achieve the tactical domain target;
• sending the recommendation to the primary surgical element;
• and
• causing the primary surgical element to adjust the output characteristic associated with the primary surgical element based on the optimized control loop, wherein the primary surgical element adjusts the output characteristic during the procedure to achieve the tactical domain target.

A system for optimizing selection of a control loop for surgical elements during a medical procedure to achieve safe and reliable outcomes for patients, the system comprising a processor configured to:

• receive a user input indicating a selection of a procedure from a plurality of procedures, and a selection of a tactical domain target, wherein the procedure and the tactical domain target are associated with a parameter of a patient;
• determine a tactical domain data for the procedure, wherein the tactical domain data comprises one or more relationships associated with a primary surgical element, a secondary surgical element, the parameter of the patient, and the tactical domain target;
• generate a recommendation based on the tactical domain data, wherein the recommendation comprises an indication of an optimized control loop for the primary surgical element, wherein the optimized control loop adjusts an output characteristic associated with the primary surgical element to achieve the tactical domain target;
• and
• send the recommendation to the primary surgical element.