Recursive multiresolution convolutional neural networks for 3D aortic valve annulus planimetry

ConclusionsThe proposed algorithm is the first application of CNN to aortic valve planimetry and achieves an accuracy on par with proposed automated methods for localization and approaches an expert-level accuracy for orientation. The method relies on no heuristic specific to the aortic valve and may be generalizable to other anatomical features.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research