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:
Aug. 26, 2025

Filed:

Jun. 07, 2021
Applicants:

Temasek Life Sciences Laboratory Limited, Singapore, SG;

Pathnova Laboratories Pte Ltd, Singapore, SG;

Inventors:

Sudipta Samanta, Singapore, SG;

Muthukaruppan Swaminathan, Singapore, SG;

Jianing Hu, Singapore, SG;

Chan Soh Ha, Singapore, SG;

Shen-Yi Ian Cheong, Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0464 (2023.01); G06N 3/043 (2023.01); G06N 5/048 (2023.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06N 3/043 (2023.01); G06N 3/0464 (2023.01); G06N 5/048 (2013.01);
Abstract

The present invention relates to the provision of an automated system and a computer-implemented method for detecting a disease such as nasopharyngeal cancer (NPC) based upon the use of either a Fuzzy Inference (FI) system or a deep learning-fuzzy inference (DeLFI) hybrid model to analyse immunofluorescence assay (IFA) images. For NPC detection, the system and method of the invention would distinguish between Epstein Barr Virus (EBV) Early Antigen (EA) positive and negative cells, and identify cellular patterns which are indicative of NPC. The DeLFI hybrid model requires less human evaluation and thereby has the potential to improve the scalability and accuracy of NPC detection.


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