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.

Date of Patent:
May. 18, 2021

Filed:

Feb. 01, 2019
Applicant:

Merck Sharp & Dohme Corp., Rahway, NJ (US);

Inventors:

Soheil Ghafurian, Brooklyn, NY (US);

Ilknur Icke, Attleboro, MA (US);

Charles A. Lesburg, Newton, MA (US);

Belma Dogdas, Ridgewood, NJ (US);

Assignee:

Merck Sharp & Dohme Corp., Rahway, NJ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06T 3/60 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G01N 21/84 (2006.01); G01N 33/483 (2006.01); G06F 3/0484 (2013.01);
U.S. Cl.
CPC ...
G06K 9/00147 (2013.01); G01N 21/84 (2013.01); G01N 33/483 (2013.01); G06K 9/00134 (2013.01); G06K 9/628 (2013.01); G06K 9/6257 (2013.01); G06K 9/6262 (2013.01); G06K 9/6277 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 3/60 (2013.01); G01N 2021/8477 (2013.01); G06F 3/04842 (2013.01);
Abstract

A protein crystallization trial is automatically analyzed by capturing images of the protein drops in the trial. A machine-learned model, such as a neural network, is applied to classify the images. The model generates a predicted classification from among a set of possible classifications which includes one or more crystal type classifications and one or more non-crystal type classifications. Users may be notified automatically of newly identified crystals (e.g., drops that are classified as a crystal type). The notification may include a link to a user interface that includes results of the trial.


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