Machine learning system for asymmetrical matching of care givers and care receivers
US12100504B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 27, 2023 |
| Grant date | Sep 24, 2024 |
| Priority date | — |
| Expiry date | Sep 27, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG16H10/60
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
A system for selection of a medical provider (MP) by a requesting patient based on preferences for the MP includes a first model modeling the preferences of a plurality of patients for select MPs and trained on a first training data set. A second model is provided for modeling the preferences of a plurality of MPs for select patients and trained on a second training data set. A controller controls the first and second models to select at least a portion of available MPs in an available MP data set for input of the associated representative information to the first and second model MP inputs. A patient rank calculator accumulates the output patient determined preferences for MPs associated with the selected at least a portion of the available MPs and generates a MP ranking for each of the selected at least a portion of the available MPs. An MP rank calculator accumulates the output MP determined preferences for the requesting patient for each of the selected at least a portion of the available MPs and generates a patient ranking for each of the selected at least a portion of the available MPs. A plurality of weighting blocks are associated with at least one of the patient rank calcu…
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.