Picture for Svein Arne Aase

Svein Arne Aase

Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients

Add code
Mar 15, 2024
Viaarxiv icon

Cardiac valve event timing in echocardiography using deep learning and triplane recordings

Add code
Mar 15, 2024
Viaarxiv icon

A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN

Add code
Mar 08, 2024
Viaarxiv icon

Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach

Add code
Mar 01, 2024
Viaarxiv icon

Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer

Add code
Nov 08, 2019
Figure 1 for Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer
Figure 2 for Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer
Figure 3 for Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer
Figure 4 for Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer
Viaarxiv icon

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach

Add code
Nov 06, 2019
Figure 1 for Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach
Figure 2 for Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach
Viaarxiv icon