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:
Sep. 29, 2026
Filed:
Jul. 20, 2020
Industry-academic Cooperation Foundation, Yonsei University, Seoul, KR;
Joon Sang Lee, Seoul, KR;
Hyung Ju Cho, Seoul, KR;
Yoon Jeong Choi, Seoul, KR;
Hwi Dong Jung, Seoul, KR;
Susie Ryu, Seoul, KR;
Abstract
Provided is an obstructive sleep apnea syndrome diagnosis method using machine learning. An embodiment of the present invention is directed to providing an obstructive sleep apnea syndrome diagnosis method using machine learning, which diagnoses obstructive sleep apnea syndrome by extracting parameters related to obstructive sleep apnea syndrome from a geometrical shape of an airway and performing machine learning using data calculated through simulation. Another embodiment of the present invention is directed to providing an obstructive sleep apnea syndrome diagnosis method using machine learning, which improves accuracy of diagnosis of obstructive sleep apnea syndrome and proposes a quantitative standard by diagnosing the obstructive sleep apnea syndrome from the geometrical shape of the airway as described above.