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CORDIS - Risultati della ricerca dell’UE
CORDIS

MARie Curie Intelligent UltraSound

Risultati finali

Clinical study design - real

Clinical study design protocol for prospective study in real patients

Retrospective pilot study

Retrospective pilot study (>50 patients)

Clinical study design - virtual

Clinical study design protocol for prospective study in virtual patients

Publication summary

Summary of submitted conference abstracts and papers

Public outreach Netherlands

Participation in public outreach

Marie Curie Ambassadors

Visit 2 high schools as Marie Curie Ambassadors

Public outreach Belgium

Participation in public outreach

In silico database

In silico database of ~500 000 virtual patients with diverse cardiovascular disease

Pubblicazioni

A Domain Translation Framework With an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images

Autori: Cristiana Tiago, Sten Roar Snare, Jurica Sprem and Kristin McLeod
Pubblicato in: IEEE Access, Numero 11, Date of Publication: 20 Feb 2023, Frequency: 1, 2023, Pagina/e 17594 - 17602, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3246762

Impact of Estimated Left Atrial Pressure on Cardiac Resynchronization Therapy Outcome

Autori: Ahmed S. Beela; Claudia A. Manetti; Aurore Lyon; Frits W. Prinzen; Tammo Delhaas; Lieven Herbots; Joost Lumens
Pubblicato in: Journal of Clinical Medicine, 2023, ISSN 2077-0383
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12154908

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

Autori: Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem and Kristin McLeod
Pubblicato in: IEEE Access, Numero 10, Date of Publication: 16 Sep 2022, Frequency: 1, 2022, Pagina/e 98803 - 98815, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3207177

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

Autori: Müjde Akdeniz, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem and Kristin Sarah McLeod
Pubblicato in: IEEE Access, Numero 11, Date of Publication: 8 Feb 2023, Frequency: 1, 2023, Pagina/e 15788 - 15798, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3243254

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

Autori: Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein-Arne Aase, Jurica Šprem, Erik Steen, Anne Solberg & Guy Ben-Yosef
Pubblicato in: Lecture Notes in Computer Science, vol 14337, Numero 14337, Date of Publication: 01 Oct 2023, 2023, ISBN 978-3-031-44520-0
Editore: Springer
DOI: 10.1007/978-3-031-44521-7_5

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