公开(公告)号：US20210369106A1

公开(公告)日：2021-12-02

申请号：US17330327

申请日：2021-05-25

Applicant: Alcon Inc.

Inventor： John Alfred Campin ,  Brant Gillen ,  Martin Gründig ,  Robert Moore ,  George Hunter Pettit ,  Mark Andrew Zielke

IPC: A61B3/103 ,  G16H10/20 ,  G16H10/60 ,  G16H50/30 ,  G06N3/08

Abstract: A system and method for selecting an intraocular lens, for implantation into an eye, includes a controller having a processor and a tangible, non-transitory memory on which instructions are recorded. The controller is configured to selectively execute a machine learning model trained with a training dataset. Execution of the instructions by the processor causes the controller to obtain pre-operative objective data for the patient, including one or more anatomic eye measurements. The controller is configured to obtain pre-operative questionnaire data for the patient, including at least one personality trait. The pre-operative objective data and the pre-operative questionnaire data are entered as respective inputs to the machine learning model. A predicted subjective outcome score for the patient is generated as an output of the machine learning model. The intraocular lens is selected based in part on the predicted subjective outcome score.