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:
Dec. 19, 2023

Filed:

Mar. 01, 2021
Applicant:

Shenzhen Imsight Medical Technology Co., Ltd., Shenzhen, CN;

Inventors:

Hao Chen, Shenzhen, CN;

Yu Hu, Shenzhen, CN;

Zhizhong Chai, Shenzhen, CN;

Guangwu Qian, Shenzhen, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06K 9/32 (2006.01); G06T 7/00 (2017.01); G06N 3/08 (2023.01); G06F 18/2431 (2023.01); G06V 10/20 (2022.01);
U.S. Cl.
CPC ...
G06F 18/2431 (2023.01); G06N 3/08 (2013.01); G06T 7/0012 (2013.01); G06V 10/255 (2022.01); G06T 2207/10116 (2013.01); G06T 2207/30064 (2013.01); G06T 2207/30096 (2013.01);
Abstract

A method includes the following steps: pre-processing chest X-ray films to obtain initial X-ray film images that meets format requirements; screening the initial X-ray film images to detect whether they are posteroanterior chest images; inputting the posteroanterior chest images into a binary classification model of the deep convolutional neural network for negative and positive classification; inputting the images presenting positive results into a detection model of the deep convolutional neural network to detect a disease type and label an outline of a lesion area in each image; and displaying the disease type and lesion area corresponding to the image.


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