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:
Jun. 30, 2026

Filed:

Apr. 03, 2024
Applicants:

Taipei Medical University (Tmu), Taipei City, TW;

Taipei Veterans General Hospital, Taipei City, TW;

Inventors:

Syu-Jyun Peng, Zhubei City, TW;

Chi-Jen Chou, Kaohsiung City, TW;

Huai-Che Yang, Taipei City, TW;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01); G06T 2207/10088 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30016 (2013.01); G06T 2207/30096 (2013.01);
Abstract

The present disclosure provides an operating method of an identifying and quantizing system, which includes steps as follows. The T2 weighted image is split into a first group of two-dimensional images; the first group of two-dimensional images is inputted into the mask R-CNN model to obtain the first group of two-dimensional parenchymal brain images; a first group of two-dimensional parenchymal brain images is used to form T2 weighted parenchymal brain images; T2 weighted parenchymal brain image is pre-processed to obtain a pre-processed T2 weighted parenchymal brain image; a three-dimensional convolutional neural network model is used to segment and quantize the brain edema area in the pre-processed T2 weighted parenchymal brain image.


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