35 citations · 51 across the 4 of their papers we have counts for
4 papers
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN
Cristiana Tiago, Andrew Gilbert, Ahmed S. Beela +3
Due to privacy issues and limited amount of publicly available labeled datasets in the domain of medical imaging, we propose an image generation pipeline to synthesize 3D echocardi…
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound
Sarina Thomas, Andrew Gilbert, Guy Ben-Yosef
Accurate and consistent predictions of echocardiography parameters are important for cardiovascular diagnosis and treatment. In particular, segmentations of the left ventricle can…
Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer
Andrew Gilbert, Marit Holden, Line Eikvil +5
Spectral Doppler measurements are an important part of the standard echocardiographic examination. These measurements give important insight into myocardial motion and blood flow p…
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach
Andrew Gilbert, Marit Holden, Line Eikvil +3
Two-dimensional echocardiography (2DE) measurements of left ventricle (LV) dimensions are highly significant markers of several cardiovascular diseases. These measurements are ofte…