Patent · US Active

Deep learning for real-time colon polyp detection

US11308614B2 · kind B2 · utility

2Cited by

8References

11Claims

0Family size

Inventors

Vineet Sachdev · Norristown, US
Ravindra Kompella · Hyderabad, IN
Hamed Pirsiavash · Ellicott City, US

Key dates

Filing date	Sep 14, 2020
Grant date	Apr 19, 2022
Priority date	—
Expiry date	Sep 14, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06T2207/30028
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A set of enhancements to further improve the performance of deep learning artificial intelligence algorithms trained to detect and localize colon polyps. The enhancements spanning training data mining efficiencies and automation, training data augmentation, early detection of polyps enable a more performant colon polyp detection solution for use on colonoscopy procedure recordings or live procedures in endoscopy centers.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.