Svein Arne Aase

According to our database, Svein Arne Aase authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Cardiac Valve Event Timing in Echocardiography Using Deep Learning and Triplane Recordings.

Benjamin Strandli Fermann, John Nyberg, Espen W. Remme, Jahn Frederik Grue, Helén Grue, Roger Håland, Lasse Løvstakken, Håvard Dalen, Bjørnar Grenne, Svein Arne Aase, Sten Roar Snare, Andreas Østvik

IEEE J. Biomed. Health Informatics, May, 2024

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

Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem

CoRR, 2024

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

Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein Arne Aase, Jurica Sprem, Erik Normann Steen, Anne Solberg, Guy Ben-Yosef

CoRR, 2024

2023

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

Müjde Akdeniz, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem, Kristin McLeod

IEEE Access, 2023

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

Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein Arne Aase, Jurica Sprem, Erik Normann Steen, Anne H. Schistad Solberg, Guy Ben-Yosef

Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

2022

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

Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem, Kristin McLeod

IEEE Access, 2022

2021

User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing.

Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod

IEEE J. Biomed. Health Informatics, 2021

2019

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

Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod

CoRR, 2019

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

Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod

Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019