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:
Sep. 02, 2025

Filed:

Mar. 28, 2022
Applicant:

Howard University, Washington, DC (US);

Inventors:

Tsang-Wei Tu, Rockville, MD (US);

Yi-Yu Hsu, Rockville, MD (US);

Chao-Hsiung Hsu, College Park, MD (US);

Artur Agaronyan, College Park, MD (US);

Paul C. Wang, Rockville, MD (US);

Assignee:

Howard University, Washington, DC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 5/92 (2024.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G06T 7/149 (2017.01); G06T 7/194 (2017.01); G06V 20/69 (2022.01);
U.S. Cl.
CPC ...
G06V 20/695 (2022.01); G06T 5/92 (2024.01); G06T 7/0012 (2013.01); G06T 7/149 (2017.01); G06T 7/194 (2017.01); G06T 2207/20084 (2013.01); G06T 2207/30016 (2013.01);
Abstract

A method and apparatus for morphological analysis of neural cells may include receiving an immunohistochemistry (IHC) image of one or more neural cells; detecting the one or more neural cells in the IHC image using a first neural network, wherein the detecting includes identifying boundaries of the one or more neural cells; generating a segmentation cell mask using a second neural network based on the identified boundaries of the one or more neural cells; and classifying the one or more neural cells based on the generated segmentation cell mask using a trained classification model.


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