Patents
US 12711615 B2: Video-based automated detection of generalized tonic-clonic seizures using deep learning
- Granted
- 2026-08-18
- Filed
- 2023-08-03 application 18230042
- Type
- Utility · 20 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
Systems and methods of the present disclosure determine whether the patient experiences a grand tonic clonic seizures using video recordings or sensor data or both. The systems and methods receive data from a device that continuously records video and/or sensor data, continuously analyzes the data with a processing unit utilizing machine learning to classify segments of the data as seizure or no seizure, and to classify seizure types. An alarm is produced using an output unit when an epileptic data segment is detected. The processing unit thus provides continuous and in real-time monitoring of an epilepsy patient in the home or hospital setting, e.g. while the patient is sleeping in bed. In case a seizure is detected, an alarm may inform caregivers or clinicians to help them intervene and limit the complications of this seizure for the patient.
Source: PTBLXML, file of 2026-08-18 (ipgb20260818.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| The Children's Medical Center Corporation 717 patents | US company or organization | Boston, MA | THE CHILDREN'S MEDICAL CENTER CORPORATION State business registration FUZZY medium confidence: same name (legal endings aside) and state | PTBLXML, file of 2026-08-18 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Tobias Loddenkemper | Boston, MA | 5 | PTBLXML, file of 2026-08-18 | |
| Christian Meisel | Boston, MA | PTBLXML, file of 2026-08-18 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G06T | Image data processing or generation, in general | G06T7/0012 | PTBLXML, file of 2026-08-18 |
| A61B | Diagnosis; surgery; identification | A61B5/746 | PTBLXML, file of 2026-08-18 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2025-10-20 | Assignment Assignment of assignor's interest | LODDENKEMPER, TOBIAS signed 2022-02-01 MEISEL, CHRISTIAN signed 2022-02-03 | THE CHILDREN'S MEDICAL CENTER CORPORATION BOSTON, MA | 72607/815 | PASDL, file of 2026-08-13 |
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.