Litcius/Paper detail

Fully automated left atrium segmentation from anatomical cine long-axis MRI sequences using deep convolutional neural network with unscented Kalman filter

Xiaoran Zhang, Michelle Noga, David Glynn Martin, Kumaradevan Punithakumar

2020Medical Image Analysis31 citationsDOIOpen Access PDF

Topics & Concepts

Artificial intelligenceConvolutional neural networkSegmentationComputer scienceKalman filterSørensen–Dice coefficientPattern recognition (psychology)Computer visionArtificial neural networkImage segmentationDeep learningGround truthAdvanced MRI Techniques and ApplicationsCardiac Valve Diseases and TreatmentsMedical Image Segmentation Techniques
Fully automated left atrium segmentation from anatomical cine long-axis MRI sequences using deep convolutional neural network with unscented Kalman filter | Litcius