Svein Arne Aase

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Fully Automatic

Echocardiographic Images

Top Venues

IEEE J. Biomed. Health Informatics

SUSI/PIPPI@MICCAI

Publications

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
Cardiac Valve Event Timing in Echocardiography Using Deep Learning and Triplane Recordings. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Müjde Akdeniz, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem, Kristin Sarah McLeod
Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients. CoRR (2024)
Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein Arne Aase, Jurica Sprem, Erik Normann Steen, Anne Solberg, Guy Ben-Yosef
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach. CoRR (2024)
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
Cardiac valve event timing in echocardiography using deep learning and triplane recordings. CoRR (2024)
Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN. CoRR (2024)
Müjde Akdeniz, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem, Kristin McLeod
Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients. IEEE Access 11 (2023)
Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein Arne Aase, Jurica Sprem, Erik Normann Steen, Anne H. Schistad Solberg, Guy Ben-Yosef
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach. ASMUS@MICCAI (2023)
Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem, Kristin McLeod
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images Using a GAN. IEEE Access 10 (2022)
Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. SUSI/PIPPI@MICCAI (2019)
Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. CoRR (2019)
Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod
Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer. CoRR (2019)