Machine learning model based systems and methods for providing assistance for a lead insertion procedure

A method comprising:

• providing, as an input to a machine learning model, data associated with a lead insertion procedure in which an electrode lead is inserted to a cochlea of a recipient of a cochlear implant;
• generating, based on an output of the machine learning model, procedure assistance data configured to assist a user in performing the lead insertion procedure;
• and
• setting, based on the procedure assistance data, one or more parameters associated with the lead insertion procedure, wherein the setting comprises intraoperatively adjusting the one or more parameters during the lead insertion procedure.

A non-transitory computer-readable medium storing instructions that, when executed, direct a processor of a computing device to perform a process comprising:

• providing, as an input to a machine learning model, data associated with a lead insertion procedure in which an electrode lead is inserted to a cochlea of a recipient of a cochlear implant;
• generating, based on an output of the machine learning model, procedure assistance data configured to assist a user in performing the lead insertion procedure;
• and
• setting, based on the procedure assistance data, one or more parameters associated with the lead insertion procedure, wherein the setting comprises intraoperatively adjusting the one or more parameters during the lead insertion procedure.