Apparatus and method for leveraging a repository of images containing implant devices in a human body
US12229962B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Aug 19, 2024 |
| Grant date | Feb 18, 2025 |
| Priority date | — |
| Expiry date | Aug 19, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/30052
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
An apparatus method for leveraging a repository of images containing implant devices in a human body are disclosed. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to receive a plurality of sets of historical subject data, classify the plurality of sets of historical subject data into one or more implant cohorts, generate implant training data using the plurality of sets of classified historical subject data in the one or more implant cohorts, train an implant machine-learning model using the implant training data, receive an inquiry datum from a user, wherein the inquiry datum includes current subject data and generate an output datum as a function of the inquiry datum using the trained implant machine-learning model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.