PATLY.AIWhere it is examined
Topic
Machine learning models Steady
2,493 applications whose title mentions it. Its share of new filings over the last two years is 34% above the four years before.
Allowance rate
87%
+12 pts vs the USPTO 1,644 decided
Months to first action
23.4 mo
+4.8 vs the USPTO
Applications
2,493.0
in the record
Allowed
1,437.0
207 abandoned
Filings by year
How often the topic was filed
The most recent years are still filling in.
Examiners
Who examines it, and how it fares with each
Bars show the share of decided applications that were allowed.
Who files it
Companies and institutions
Bars show the share of decided applications that were allowed.
Who represents them
Law firms and agents
Bars show the share of decided applications that were allowed.
Applications
Recent applications on this topic
| Application | Title | Filed | Status | Rejections | RCEs | To 1st action |
|---|---|---|---|---|---|---|
| 19627565 | MACHINE LEARNING MODELS TO GENERATE RULE SETS TO DISCRIMINATE SEQUENCE DATA | 2026-09-24 | Pending | 0 | 0 | n/a |
| 19622256 | AUTOMATED FOCUS LABELING OF HISTOLOGICAL IMAGES FOR TRAINING MACHINE-LEARNING MODELS | 2026-09-08 | Pending | 0 | 0 | n/a |
| 19617498 | TRAINING AND USE OF MACHINE-LEARNING MODELS FOR PREDICTING BIOLOGICAL CONDITIONS US… | 2026-08-21 | Pending | 0 | 0 | n/a |
| 15535154 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15531690 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15340654 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15920479 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15780798 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15258264 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15398605 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |