US 12,451,239 B2
Systems and methods for assessing surgical ability
Kristen Brown, Roswell, GA (US); Kiran Bhattacharyya, Atlanta, GA (US); Anthony Michael Jarc, Johns Creek, GA (US); Sue Kulason, Baltimore, MD (US); Linlin Zhou, Alpharetta, GA (US); and Aneeq Zia, Atlanta, GA (US)
Assigned to Intuitive Surgical Operations, Inc., Sunnyvale, CA (US)
Appl. No. 18/037,976
Filed by Intuitive Surgical Operations, Inc., Sunnyvale, CA (US)
PCT Filed Nov. 26, 2021, PCT No. PCT/US2021/060900
§ 371(c)(1), (2) Date May 19, 2023,
PCT Pub. No. WO2022/119754, PCT Pub. Date Jun. 9, 2022.
Claims priority of provisional application 63/121,220, filed on Dec. 3, 2020.
Prior Publication US 2023/0317258 A1, Oct. 5, 2023
Int. Cl. G16H 40/20 (2018.01)
CPC G16H 40/20 (2018.01) 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for generating a score based upon surgical data, the method comprising:
determining generating one or more metric values of a plurality of operational performance indicators (OPIs) from based at least upon surgical data;
establishing identifying a data structure comprising a mapping of each of the plurality of OPIs to at least one skill of a plurality of skills;
selecting, from the data structure comprising the mapping, one or more OPIs of the plurality of OPIs based at least on a skill from the plurality of skills;
identifying one or more metric values of the selected one or more OPIs for the user; and
generating a score for the skill of the user at least in part, by providing the one or more metric values for the selected one or more OPIs of the user as input to a machine learning model trained for the skill.