Systems and methods to support medical therapy decisions
US11464456B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Aug 7, 2016 |
| Grant date | Oct 11, 2022 |
| Priority date | — |
| Expiry date | Sep 25, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG16H80/00
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
Systems and methods for supporting medical therapy decisions are disclosed that utilize predictive models and electronic medical records (EMR) data to provide predictions of health conditions over varying time horizons. Embodiments also determine a 0-100 health risk index value that represents the “risk” for a patient to acquire a health condition based on a combination of real-time and predicted EMR data. The systems and methods receive EMR data and use the predictive models to predict one or more data values from the EMR data as diagnostic criteria. In some embodiments, the health condition trying to be avoided is Sepsis and the health risk index is a Sepsis Risk Index (SRI). In some embodiments, the predictive models are neural network models such as time delay neural networks.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.