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filingDate 2021-10-20-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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publicationDate 2022-09-08-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-2022284571-A1
titleOfInvention Method and system for automatic calcium scoring from medical images
abstract Embodiments of the disclosure provide systems and methods for medical image analysis. A method may include receiving a medical image acquired of a subject by an image acquisition device. The method may also include applying a calcium detection model to detect at least one calcium region relevant in determining a calcium score from the medical image. The method may further include applying a score regression learning model to the at least one calcium region to determine a calcium score for the medical image. The method may additionally include providing the determined calcium score of the medical image for a diagnosis of the subject.
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