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publicationDate 2019-03-13-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber EP-3454301-A1
titleOfInvention Method for detecting and labelling coronary artery calcium
abstract Method for detecting and labelling coronary artery calcium, comprising the steps: n- Providing medical imaging dataset, in particular a computer tomography dataset, of a region of interest (2) comprising at least two different arteries (3-6), n- Detecting at least one candidate voxel or group of voxels (7-11) for the presence of coronary artery calcium, n- Providing a reference dataset that describes a respective distance of each position in the reference dataset to at least one artery (3-6) or to a feature of the respective artery (3-6), n- Determining at least one distance value for each candidate voxel or group of voxels (7-11) that describes a respective distance to at least one artery (3-6) or to a feature of the respective artery (3-6) by determining a respective position of the candidate voxel or group of voxels (7-11) in the reference dataset by performing a registration between the provided dataset and the reference dataset, n- Determining a feature vector for each candidate voxel or group of voxels (7-11) that describes multiple parameters of the candidate voxel or group of voxels (7-11), wherein the distance value is one of the parameters, n- Applying a classifier to the feature vector to label the candidate voxel or group of voxels (7-11).
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