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:
Nov. 19, 2024
Filed:
Jan. 12, 2024
Brightheart Sas, Paris, FR;
Christophe Gardella, Paris, FR;
Valentin Thorey, Paris, FR;
Eric Askinazi, Paris, FR;
Cécile Dupont, Paris, FR;
BrightHeart SAS, Paris, FR;
Abstract
Systems and methods are provided for processing image data generated by a medical imaging device such as an ultrasound or echocardiogram device and processing the image data using artificial intelligence and machine learning to determine a presence of one or more congenital heart defects (CHDs) and/or other cardiovascular anomalies in the image data and/or to determine key-point and/or contour detection. The image processing system may be used to detect CHDs and/or other cardiovascular anomalies in a fetus. The image data may be processed using a spatiotemporal convolutional neural network (CNN). The spatiotemporal CNN may include a spatial CNN for image recognition and a temporal CNN for processing optical flow data based on the image data. The outputs of the spatial CNN and the temporal CNN may be fused (e.g., using late fusion) to generate a likelihood of CHDs and/or other cardiovascular anomalies.