Title:
METHOD FOR PREDICTING CALCIUM SCORE AND DISEASE
Document Type and Number:
WIPO Patent Application WO/2021/162490
Kind Code:
A3
Abstract:
The present disclosure relates to a deep learning-based method for predicting a calcium score or a cardiovascular disease by using a chest X-ray image, wherein the method may comprise: obtaining an X-ray image of an object, a capturing viewpoint of the X-ray image, and identification information of the object to obtain a calcium score (coronary artery calcium score (CACS)) of the object and disease information of the object; matching the calcium score of the object and the disease information of the object to generate a training data set; and training a prediction model that predicts a calcium score or a disease on the basis of the generated training data set.
More Like This:
| WO/2023/057713 | DEVICE FOR PREDICTING AN OPTIMAL TREATMENT TYPE FOR THE PERCUTANEOUS ABLATION OF A LESION |
| JP2015027313 | RADIOGRAPHIC APPARATUS |
| WO/2020/028228 | MEDICAL IMAGING DEVICE MESSAGING SERVICE |
Inventors:
KWON JOON MYOUNG (KR)
Application Number:
PCT/KR2021/001849
Publication Date:
September 30, 2021
Filing Date:
February 10, 2021
Export Citation:
Assignee:
BODYFRIEND CO LTD (KR)
MEDICAL AI (KR)
MEDICAL AI (KR)
International Classes:
A61B6/00; A61B5/00; G06N3/04; G06N3/08
Domestic Patent References:
| WO2019125026A1 | 2019-06-27 | |||
| WO2019039887A1 | 2019-02-28 |
Foreign References:
| JP2015073901A | 2015-04-20 | |||
| KR20190105220A | 2019-09-16 | |||
| KR20190071724A | 2019-06-24 | |||
| US20180192983A1 | 2018-07-12 |
Other References:
GHOSHHAJRA BRIAN B.; TAKX RICHARD A.; STONE LUKE L.; GIRARD ERIN E.; BRILAKIS EMMANOUIL S.; LOMBARDI WILLIAM L.; YEH ROBERT W.; JA: "Real-time fusion of coronary CT angiography with x-ray fluoroscopy during chronic total occlusion PCI", EUROPEAN RADIOLOGY, vol. 27, no. 6, 23 September 2016 (2016-09-23), pages 2464 - 2473, XP036222493, ISSN: 0938-7994, DOI: 10.1007/s00330-016-4599-5
Download PDF: