公开(公告)号：US20240321467A1

公开(公告)日：2024-09-26

申请号：US18610326

申请日：2024-03-20

Applicant: Libertas Implant Solutions, LLC

Inventor： Joseph T. BUTZ ,  Nathaniel GIVENS ,  Kenneth Thomas ARMSTRONG

IPC: G16H70/20

CPC classification number: G16H70/20

Abstract: The present disclosure provides a description of systems and methods for creation of a product formulary for medical product items. A clinical usage hierarchy is created for a practice area that includes multiple organizational levels and substitutable group categories. Data for known, categorizable products is entered into the categories of the clinical usage hierarchy and used to train a machine learning model, which is then deployed on a universal item database to populate the clinical usage hierarchy with all possible substitute items according to available categorization information in the database. This resulting clinical usage hierarchy has populated categories of items used in procedures in the practice area, where each item in a category is substitutable for any other item in that category, and is used to generate a product formulary utilized by physician or healthcare providers when selecting items for a future medical procedure in the practice area.