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:
Jun. 02, 2026
Filed:
Jan. 31, 2023
Ventana Medical Systems, Inc., Tucson, AZ (US);
Hadley Fellows, Burlingame, CA (US);
Mehrnoush Khojasteh, Redwood City, CA (US);
Justine Larsen, Santa Clara, CA (US);
Jim F. Martin, Mountain View, CA (US);
Nidhin Murari, Milpitas, CA (US);
Fahime Sheikhzadeh, Santa Clara, CA (US);
VENTANA MEDICAL SYSTEMS, INC., Tuscon, AZ (US);
Abstract
A machine learning model is accessed that is configured to use one or more parameters to process images to generate labels. The machine learning model is executed to transform at least part of each of at least one digital pathology image into a plurality of predicted labels; and generate a confidence metric for each of the plurality of predicted labels. An interface is availed that depicts the at least part of the at least one digital pathology image and that differentially represents predicted labels based on corresponding confidence metrics. In response to availing of the interface, label input is received that confirms, rejects, or replaces at least one of the plurality of predicted labels. The one or more parameters of the machine learning model are updated based on the label input.