Patents
US 12210590 B2: Systems and methods for an artificial intelligence/machine learning medical claims platform
- Granted
- 2025-01-28
- Filed
- 2022-01-04 application 17646996
- Type
- Utility · 33 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
Embodiments of various systems, methods, and devices are disclosed for generating artificial intelligence or machine learning models for predicting denials of medical claims, predicting approvals of resubmitted medical claims, as well as automatic workflow clustering processes for automatically assigning medical claims to workflow queues using predictive segmentation and smart resource allocation.
Source: PVGPATDIS, file of 2026-04-10 (ipg250128.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| Experian Health, Inc. 29 patents | US company or organization | Franklin, TN | PVGPATDIS, file of 2026-04-10 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Johnathan P. Menard | Hamden, CT | 1 | PVGPATDIS, file of 2026-04-10 | |
| Robert J. Stucker | Las Vegas, NV | 1 | PVGPATDIS, file of 2026-04-10 | |
| Elsie E. Henry | Wilkes-Barre, PA | 1 | PVGPATDIS, file of 2026-04-10 | |
| Ali Saffari | Diamond Bar, CA | 29 | PVGPATDIS, file of 2026-04-10 | |
| John R. Bush | Naperville, IL | 2 | PVGPATDIS, file of 2026-04-10 | |
| Robert P. Hattori | Davis, CA | 2 | PVGPATDIS, file of 2026-04-10 | |
| Harry David Hickey | Chicago, IL | 1 | PVGPATDIS, file of 2026-04-10 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G06F | Electric digital data processing | G06F18/217 | PVGPATDIS, file of 2026-04-10 |
| G06N | Computing arrangements based on specific computational models | G06N3/044 | PVGPATDIS, file of 2026-04-10 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2023-09-22 | Assignment Assignment of assignor's interest | HICKEY, HARRY DAVID signed 2022-02-15 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/759 | PASDL, file of 2026-10-15 |
| 2023-09-22 | Assignment Assignment of assignor's interest | HATTORI, ROBERT P. signed 2022-02-11 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/717 | PASDL, file of 2026-10-15 |
| 2023-09-22 | Assignment Assignment of assignor's interest | BUSH, JOHN R. signed 2022-05-05 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/690 | PASDL, file of 2026-10-15 |
| 2023-09-22 | Assignment Assignment of assignor's interest | SAFFARI, ALI signed 2022-02-11 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/671 | PASDL, file of 2026-10-15 |
| 2023-09-22 | Assignment Assignment of assignor's interest | HENRY, ELSIE E. signed 2022-02-08 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/641 | PASDL, file of 2026-10-15 |
| 2023-09-22 | Assignment Assignment of assignor's interest | STUCKER, ROBERT J. signed 2022-02-08 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/610 | PASDL, file of 2026-10-15 |
| 2023-09-22 | Assignment Assignment of assignor's interest | MENARD, JOHNATHAN P. signed 2022-02-11 | EXPERIAN HEALTH, INC. FRANKLIN, TN | 64998/591 | PASDL, file of 2026-10-15 |
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.