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:
Dec. 16, 2025
Filed:
May. 16, 2023
Araceli Biosciences Inc., Tigard, OR (US);
Kevin Ferguson, Beaverton, OR (US);
Luke Ternes, Portland, OR (US);
ARACELI BIOSCIENCES INC., Tigard, OR (US);
Abstract
Methods and systems are provided herein for automatic object classification. In an example, a method includes receiving one or more images of a plate including a plurality of wells, each well including a plurality of cells, the plurality of wells including a first control well, a second control well, and at least one test well, classifying one or more cells from the at least one test well using a trained classification model, the trained classification model trained based on training data including instance images of the first control well and the second control well formed from the one or more images of the plate and further based on an effect size loss function, and outputting an indication of the classified one or more cells.