Patents
US 12546697 B2: Asynchronous training for classification in flow cytometry
- Granted
- 2026-02-10
- Filed
- 2024-06-14 application 19101872
- Type
- Utility · 16 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
Systems, devices, and method for asynchronous training for classification of cellular subsets for flow cytometry. A training file is identified for training a classifier. A gate associated with the training file is received for training the classifier and a model for training the classifier is received. The classifier training begins and, concurrent with training of the classifier: flow cytometry files are classified and an accuracy of the classifier is monitored. A determination is made whether the gate should be adjusted based on the accuracy and a determination is made whether training of the classifier is complete.
Source: PTBLXML, file of 2026-02-10 (ipgb20260210.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| Beckman Coulter, Inc. 400 patents | US company or organization | Brea, CA | BECKMAN COULTER INC SEC filer EXACT medium confidence: identical full name, one of each nationally | PTBLXML, file of 2026-02-10 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Robert J. Zigon | Carmel, IN | 6 | PTBLXML, file of 2026-02-10 | |
| Larry R. Myers | Greenfield, IN | PTBLXML, file of 2026-02-10 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G01N | Investigating or analysing materials by determining their chemical or physical properties | G01N15/1429 | PTBLXML, file of 2026-02-10 |
| G06N | Computing arrangements based on specific computational models | G06N20/10 | PTBLXML, file of 2026-02-10 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
No recorded assignments or security interests on file for this patent.
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.