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.
Patent No.:
Date of Patent:
Oct. 28, 2025
Filed:
Jun. 11, 2024
Qilu University of Technology (Shandong Academy of Sciences), Jinan, CN;
Shandong Computer Science Center (National Supercomputing Center IN Jinan), Jinan, CN;
Yinglong Wang, Jinan, CN;
Mengyu Sun, Jinan, CN;
Minglei Shu, Jinan, CN;
Shuwang Zhou, Jinan, CN;
Pengyao Xu, Jinan, CN;
Zhaoyang Liu, Jinan, CN;
Abstract
A few-shot electrocardiogram (ECG) signal classification method based on an improved Siamese network is provided. The method constructs a CMP module as a sub-network of a Siamese network, and combines extracted local and global features to better analyze peak information such as position, amplitude, and offset, making a transformed feature vector more robust. In this way, the method improves the accuracy and stability of few-shot ECG signal classification.