Predictive modeling for enhanced decision making
US12412669B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 26, 2020 |
| Grant date | Sep 9, 2025 |
| Priority date | — |
| Expiry date | Sep 12, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG16H40/20
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
In some examples, a prediction is generated by a prediction system. A machine learning model of the prediction system receives as input one or more data elements of a user service record, and outputs a prediction, the prediction corresponding to one or more probability scores. The one or more probability scores correspond to a prediction that a user will exhibit a certain behavioral pattern (e.g., probability of readmission to a service unit within a predefined post-release time period) and/or be classified into a certain service category (e.g. probability of association with a particular service group, the service group being included within a set of qualifying service groups). The prediction system may then provide the prediction to a user device of a user coordinator for subsequent presentation on the user device to assist the user coordinator in coordinating user service.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.