The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 03, 2017
Filed:
Aug. 11, 2016
Clearview Diagnostics Inc., Piscataway, NJ (US);
Christine I. Podilchuk, Piscataway, NJ (US);
Ajit Jairaj, Piscataway, NJ (US);
Lev Barinov, Piscataway, NJ (US);
William Hulbert, Piscataway, NJ (US);
Richard Mammone, Piscataway, NJ (US);
ClearView Diagnostics Inc., Piscataway, NJ (US);
Abstract
A method and means to utilize machine learning to train a device to generate a confidence level indicator (CLI). The device is a CAD system that has been initially trained using initial machine learning to recommend classifications for image features presented to the device. Probabilistic classification is utilized to incorporate intermediate values given by a human operator to better indicate a level of confidence of the CAD system's recommendations as to what classes should be associated with certain image features.