Patents
US 12763183 B1: Methods and systems to improve patient medication adherence
- Granted
- 2026-10-13
- Filed
- 2024-08-02 application 18792906
- Type
- Utility · 20 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
Methods and systems for estimating an adherence risk score for a medication taken by a patient are provided. An example method includes receiving a request for an adherence risk score for a patient and medication combination, obtaining pharmacy records for the patient and medication combination, and processing the pharmacy records with a machine learning model to determine the adherence risk score. The method may process updated pharmacy records for the medication for a plurality of patients with the machine learning model to determine updated adherence risk scores, and compare updated medication adherence for the plurality of patients with the updated adherence risk scores. The method may update the machine learning model based upon the comparison and process the pharmacy records with the updated machine learning model upon receiving the request for the adherence risk score for the patient and medication combination.
Source: PTBLXML, file of 2026-10-13 (ipgb20261013.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| WALGREEN CO. 344 patents | US company or organization | Deerfield, IL | WALGREEN CO SEC filer EXACT medium confidence: identical full name, one of each nationally | PTBLXML, file of 2026-10-13 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Michael S. Taitel | Deerfield, IL | PTBLXML, file of 2026-10-13 | ||
| Ying Mu | Lincolnshire, IL | 2 | PTBLXML, file of 2026-10-13 | |
| Margaret A. Wonders | Hawthorn Woods, IL | 2 | PTBLXML, file of 2026-10-13 | |
| John Guoqiang Hou | Lincolnshire, IL | 2 | PTBLXML, file of 2026-10-13 | |
| Mouna Zamran | Schaumburg, IL | 2 | PTBLXML, file of 2026-10-13 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G16H | Healthcare informatics, i.e. information and communication technology [ict] specially adapted for the handling or processing of medical or healthcare data | G16H20/10 | PTBLXML, file of 2026-10-13 |
| G06N | Computing arrangements based on specific computational models | G06N5/01 | PTBLXML, file of 2026-10-13 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2025-08-28 | Security interest Security interest Security interest | WALGREEN CO. signed 2025-08-28 DUANE READE signed 2025-08-28 WALGREENS SPECIALTY PHARMACY LLC signed 2025-08-28 WALGREENS BOOTS ALLIANCE, INC. signed 2025-08-28 | WELLS FARGO BANK, NATIONAL ASSOCIATION, AS COLLATERAL AGENT BOSTON, MA | 72679/926 | PASDL, file of 2026-10-16 |
| 2025-08-28 | Security interest Security interest Intellectual property security agreement | WALGREEN CO. signed 2025-08-28 | SIXTH STREET LENDING PARTNERS, AS COLLATERAL AGENT DALLAS, TX | 72606/878 | PASDL, file of 2026-10-16 |
| 2024-08-07 | Assignment Assignment of assignor's interest | TAITEL, MICHAEL S. signed 2021-02-13 MU, YING signed 2021-02-12 WONDERS, MARGARET A. signed 2021-02-13 HOU, JOHN GUOQIANG signed 2021-02-12 ZAMRAN, MOUNA signed 2021-02-12 | WALGREEN CO. DEERFIELD, IL | 68208/760 | PASDL, file of 2026-10-16 |
Documents recorded with the USPTO Assignment Recordation Branch that list this patent. A security interest is a lender’s claim on the patent as collateral; a release ends it.
USPTO bulk data: PatentsView granted patents, disambiguated (PVGPATDIS) for patents, assignees, inventors, places and CPC categories; the USPTO Patent Assignment Dataset (ECORSEXC) for assignments and security interests. Patents filed in the last 20 years. No claims or full text. Links to other records are by name (and state): EXACT means the identical full name and state; FUZZY means a looser name match, with the confidence shown.