4DFlowNet: super-resolution 4D flow MRI using deep learning and computational fluid dynamics E Ferdian, A Suinesiaputra, DJ Dubowitz, D Zhao, A Wang, B Cowan, ...
Frontiers in Physics 8, 138, 2020
115 2020 Fully automated myocardial strain estimation from cardiovascular MRI–tagged images using a deep learning framework in the UK Biobank E Ferdian, A Suinesiaputra, K Fung, N Aung, E Lukaschuk, A Barutcu, ...
Radiology: Cardiothoracic Imaging 2 (1), e190032, 2020
63 2020 WSSNet: aortic wall shear stress estimation using deep learning on 4D flow MRI E Ferdian, DJ Dubowitz, CA Mauger, A Wang, AA Young
Frontiers in cardiovascular medicine 8, 769927, 2022
27 2022 Noninvasive quantification of cerebrovascular pressure changes using 4D flow MRI D Marlevi, J Schollenberger, M Aristova, E Ferdian, Y Ma, AA Young, ...
Magnetic resonance in medicine 86 (6), 3096-3110, 2021
19 2021 MITEA: A dataset for machine learning segmentation of the left ventricle in 3D echocardiography using subject-specific labels from cardiac magnetic resonance imaging D Zhao, E Ferdian, GD Maso Talou, GM Quill, K Gilbert, VY Wang, ...
Frontiers in Cardiovascular Medicine 9, 1016703, 2023
16 2023 Right ventricular flow vorticity relationships with biventricular shape in adult tetralogy of fallot A Elsayed, CA Mauger, E Ferdian, K Gilbert, M Scadeng, CJ Occleshaw, ...
Frontiers in Cardiovascular Medicine 8, 806107, 2022
14 2022 Domain adaptation for automatic aorta segmentation of 4D flow magnetic resonance imaging data from multiple vendor scanners J Aviles, GDM Talou, O Camara, MM Córdova, XM Ferez, D Romero, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2021
12 2021 Cerebrovascular super-resolution 4D flow MRI–sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify … E Ferdian, D Marlevi, J Schollenberger, M Aristova, ER Edelman, ...
Medical Image Analysis 88, 102831, 2023
10 2023 Super-resolution 4D flow MRI to quantify aortic regurgitation using computational fluid dynamics and deep learning D Long, C McMurdo, E Ferdian, CA Mauger, D Marlevi, MP Nash, ...
The International Journal of Cardiovascular Imaging 39 (6), 1189-1202, 2023
8 2023 Cerebrovascular super-resolution 4D flow MRI–using deep learning to non-invasively quantify velocity, flow, and relative pressure E Ferdian, D Marlevi, J Schollenberger, M Aristova, ER Edelman, ...
bioRxiv, 2021.08. 25.457611, 2021
6 2021 Automated ventricular system segmentation in CT images of deformed brains due to ischemic and subarachnoid hemorrhagic stroke E Ferdian, AM Boers, LF Beenen, BM Cornelissen, IG Jansen, ...
International Workshop on Computational Methods for Molecular Imaging, 149-157, 2017
6 2017 Generalized super-resolution 4D Flow MRI-using ensemble learning to extend across the cardiovascular system L Ericsson, A Hjalmarsson, MU Akbar, E Ferdian, M Bonini, B Hardy, ...
IEEE journal of biomedical and health informatics, 2024
4 2024 Penerapan Metode Latent Semantic Indexing Pada Search Engine E Ferdian, R Hadisaputra, N Madjid
Departement Teknik Informatika, Institut Teknologi Bandung, 2005
3 2005 Automatic segmentation of the aorta on multi-center and multi-vendor phase-contrast enhanced magnetic resonance angiographies and the advantages of transfer learning J Aviles, G Maso Talou, O Camara, M Mejia Cordova, E Ferdian, G Kat, ...
European Heart Journal-Cardiovascular Imaging 22 (Supplement_2), jeab090. 121, 2021
2 2021 DIFF E Ferdian, D Zhao, GDM Talou, GM Quill, ME Legget, RN Doughty, ...
International Workshop on Simulation and Synthesis in Medical Imaging, 129-140, 2023
1 2023 Deep learning for temporal super-resolution 4D Flow MRI P Callmer, M Bonini, E Ferdian, D Nordsletten, D Giese, AA Young, ...
arXiv preprint arXiv:2501.08780, 2025
2025 Multi-vendor validation of automated left ventricular analysis from 3D echocardiography using artificial intelligence JR Dillon, D Zhao, E Ferdian, GM Quill, AN Bhuva, C Manisty, A D'silva, ...
European Heart Journal 45 (Supplement_1), ehae666. 082, 2024
2024 Left Atrial Haemodynamics by 4D Flow Cardiovascular Magnetic Resonance: A Comparative Study with Transthoracic Echo A Elsayed, X Morales, D Zhao, F Loncaric, G Quill, E Ferdian, A Hasaballa, ...
Heart, Lung and Circulation 33, S198, 2024
2024 Automated Extraction of Routine LV Indices From 3DE is Independent of Image Quality J Dillon, D Zhao, E Ferdian, S Creamer, G Quill, T Sutton, B Lowe, ...
Heart, Lung and Circulation 33, S83, 2024
2024 Toward End-to-End Detection for Traffic Accidents from CCTV Footage HT Muttaqin, E Rachmawati, E Ferdian
Proceedings of the 2024 10th International Conference on Computing and …, 2024
2024