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:
Nov. 04, 2025

Filed:

Apr. 21, 2023
Applicant:

Fujifilm Cellular Dynamics, Inc., Valhalla, NY (US);

Inventors:

Steven Smith, Fitchburg, WI (US);

Takashi Wakui, Kanagawa, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/69 (2022.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G06V 10/25 (2022.01); G06V 10/44 (2022.01); G06V 10/54 (2022.01); G06V 10/56 (2022.01); G06V 10/776 (2022.01); G06V 10/98 (2022.01);
U.S. Cl.
CPC ...
G06V 20/698 (2022.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G06V 10/25 (2022.01); G06V 10/54 (2022.01); G06V 10/776 (2022.01); G06V 10/98 (2022.01); G06V 20/695 (2022.01); G06T 2207/30024 (2013.01); G06T 2207/30108 (2013.01); G06V 10/44 (2022.01); G06V 10/56 (2022.01); G06V 2201/06 (2022.01);
Abstract

Examples herein include methods, systems, and computer program products for utilizing neural networks in ultrasound systems. The methods include processor(s) of a computing device obtaining an image that depicts cells. The processor(s) applies one or more nuclei detection algorithms to detect nuclear aspects in the image. The processor(s) generates a nuclear segmentation map. The processor(s) utilizes the nuclear segmentation map to identify one or more regions of interest in the image. The processor(s) generates a classification result by automatically determining a cell type for each cell in a region of interest of the regions of interest.


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