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Towards automatic full heart segmentation in computed-tomography images
2005
Computers in Cardiology, 2005
We present a robust, fast and fully automatic approach enabling the segmentation of the main anatomical structures of the heart in CT images. The proposed method is based on the adaptation of a 3D triangulated mesh to new unknown images exploiting simultaneously knowledge of organ shape and typical gray level appearance in images, both learned from a training database made of 28 data sets. The described approach was tested on more than 50 volume images at different cardiac phases. Visual
doi:10.1109/cic.2005.1588077
fatcat:6dfp5dd26jhnxjfgwok24utpna