Surgical network recommendations from real time analysis of procedure variables against a baseline highlighting differences from the optimal solution
Various systems and methods providing recommendations based on analysis of surgical procedure variables are disclosed. A computer system, such as a surgical hub, can be configured to be communicably coupled to a surgical device. The computer system can be programmed to determine contextual data related to the surgical procedure being performed based at least in part of perioperative data received from the surgical device paired with the computer system. Further, the computer system can determine a procedural variable associated with the determined surgical context and then compare the procedural variable to a baseline. Depending upon the outcome of the comparison, the computer system can provide intraoperative or postoperative recommendations to the surgical staff.
1. A surgical system comprising:
a plurality of surgical devices configured for use during a plurality of surgical procedures performed by a plurality of surgical personnel across a medical network, wherein each surgical device of the plurality of surgical devices is configured to generate signals associated with perioperative data generated during a surgical procedure; and
a surgical hub configured to be communicably coupled to the plurality of surgical devices, the surgical hub comprising:
a processor; and
a memory coupled to the processor, the memory storing instructions that, when executed by the processor, cause the surgical hub to:
receive a first signal associated with perioperative data from the generated by a first surgical device of the plurality of surgical devices;
determine a surgical context based at least in part on the perioperative data associated with the first signal;
determine a procedural variable associated with the surgical context;
determine a baseline for the procedural variable based on data aggregated from the plurality of surgical devices, wherein the baseline corresponds to the determined surgical context;
determine that the procedural variable deviates from the baseline for the procedural variable;
generate a control program update based on the determination that the procedural variable deviates from the baseline for the procedural variable; and
implement the control program update via a second surgical device of the plurality of surgical devices, wherein implementing the control program update yields an improved surgical outcome.
2. The surgical system of claim 1 , wherein the procedural variable comprises a surgical instrument type being utilized during a surgical procedure.
3. The surgical system of claim 2 , wherein, when executed by the processor, the instructions further cause the surgical hub to generate a recommendation for an alternative surgical instrument type for the surgical procedure based on the determination that the procedural variable deviates from the baseline for the procedural variable.
4. The surgical system of claim 1 , wherein the procedural variable comprises a surgical procedure length.
5. The surgical system of claim 4 , wherein, when executed by the processor, the instructions further cause the surgical hub to generate a recommendation for an alternative surgical device setup based on the determination that the procedural variable deviates from the baseline for the procedural variable.
6. The surgical system of claim 1 , wherein the procedural variable comprises a cost of surgical devices utilized during a surgical procedure.
7. The surgical system of claim 6 , wherein, when executed by the processor, the instructions further cause the surgical hub to generate a recommendation for a less-expensive surgical device setup.