Edward Ferdian

15 papers Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Multimodal Machine Learning Approach for Identifying Elevated Left Ventricular End-Diastolic Pressure.
FIMH (1)
Mathilde A. Verlyck, Debbie Zhao, Edward Ferdian, Stephen A. Creamer, Gina M. Quill, Katrina K. Poppe, Thiranja Prasad Babarenda Gamage, Alistair A. Young, Martyn P. Nash
2025 J jnl
Deep learning for temporal super-resolution 4D Flow MRI.
CoRR
Pia Callmer, Mia Bonini, Edward Ferdian, David Nordsletten, Daniel Giese, Alistair A. Young, Alexander Fyrdahl, David Marlevi
2025 J jnl
Potential and challenges of generative adversarial networks for super-resolution in 4D Flow MRI.
CoRR
Oliver Welin Odeback, Arivazhagan Geetha Balasubramanian, Jonas Schollenberger, Edward Ferdian, Alistair A. Young, C. Alberto Figueroa, Susanne Schnell, Outi Tammisola, Ricardo Vinuesa, Tobias Granberg, Alexander Fyrdahl, David Marlevi
2024 — conf
3D Left Ventricular Reconstruction from 2D Echocardiograms for Reliable Volume Estimation.
CMRxRecon/MBAS/STACOM@MICCAI
Moïse Z. Jansen, Debbie Zhao, Edward Ferdian, Stephen A. Creamer, Joshua R. Dillon, Mathilde A. Verlyck, Gina M. Quill, Nicola C. Edwards, Malcolm E. Legget, Robert N. Doughty, Alistair A. Young, Martyn P. Nash
2024 — conf
Defect Detection in Arabica Green Coffee Beans Based on Grade Quality.
ICCAI
Vania Amadea, Ema Rachmawati, Edward Ferdian, Muhammad Naufal Syawali Akbar
2024 J jnl
Generalized Super-Resolution 4D Flow MRI - Using Ensemble Learning to Extend Across the Cardiovascular System.
IEEE J. Biomed. Health Informatics
Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas S. Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi
2024 — conf
Toward End-to-End Detection for Traffic Accidents from CCTV Footage.
ICCAI
Hilman Taris Muttaqin, Ema Rachmawati, Edward Ferdian
2023 J jnl
Cerebrovascular super-resolution 4D Flow MRI - Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressure.
Medical Image Anal.
Edward Ferdian, David Marlevi, Jonas Schollenberger, Maria Aristova, Elazer R. Edelman, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young
2023 — conf
DIFF·3: A Latent Diffusion Model for the Generation of Synthetic 3D Echocardiographic Images and Corresponding Labels.
SASHIMI@MICCAI
Edward Ferdian, Debbie Zhao, Gonzalo D. Maso Talou, Gina M. Quill, Malcolm E. Legget, Robert N. Doughty, Martyn P. Nash, Alistair A. Young
2023 J jnl
Generalized super-resolution 4D Flow MRI - using ensemble learning to extend across the cardiovascular system.
CoRR
Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas S. Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi
2021 — conf
Domain Adaptation for Automatic Aorta Segmentation of 4D Flow Magnetic Resonance Imaging Data from Multiple Vendor Scanners.
FIMH
Jordina Aviles, Gonzalo D. Maso Talou, Oscar Camara, Marcos Mejía Córdova, Xabier Morales Ferez, Daniel Romero, Edward Ferdian, Kathleen Gilbert, Ayah Elsayed, Alistair A. Young, Lydia Dux-Santoy, Aroa Ruiz-Muñoz, Gisela Teixido-Tura, Jose Rodriguez-Palomares, Andrea Guala
2021 J jnl
Non-invasive hemodynamic analysis for aortic regurgitation using computational fluid dynamics and deep learning.
CoRR
Derek Long, Cameron McMurdo, Edward Ferdian, Charlène Alice Mauger
2020 J jnl
4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics.
CoRR
Edward Ferdian, Avan Suinesiaputra, David J. Dubowitz, Debbie Zhao, Alan Wang, Brett R. Cowan, Alistair A. Young
2020 J jnl
Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank.
CoRR
Edward Ferdian, Avan Suinesiaputra, Kenneth Fung, Nay Aung, Elena Lukaschuk, Ahmet Barutcu, Edd Maclean, José Miguel Paiva, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alistair A. Young
2017 — conf
Automated Ventricular System Segmentation in CT Images of Deformed Brains Due to Ischemic and Subarachnoid Hemorrhagic Stroke.
CMMI/RAMBO/SWITCH@MICCAI
Edward Ferdian, Anna M. M. Boers, Ludo F. M. Beenen, B. M. Cornelissen, Ivo G. H. Jansen, K. M. Treurniet, Jordi Borst, Charles B. L. M. Majoie, Henk A. Marquering