Automated Ventricular System Segmentation in CT Images of Deformed Brains Due to Ischemic and Subarachnoid Hemorrhagic Stroke. - 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 (CMMI/RAMBO/SWITCH@MICCAI, 2017)

4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics. - Edward Ferdian; Avan Suinesiaputra; David J. Dubowitz; Debbie Zhao; Alan Wang; Brett R. Cowan; Alistair A. Young (CoRR, 2020)

Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank. - 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 (CoRR, 2020)

Domain Adaptation for Automatic Aorta Segmentation of 4D Flow Magnetic Resonance Imaging Data from Multiple Vendor Scanners. - Jordina Aviles; Gonzalo D. Maso Talou; Oscar Camara 001; Marcos Mejía Córdova; Xabier Morales Ferez; Daniel Romero 003; Edward Ferdian; Kathleen Gilbert; Ayah Elsayed; Alistair A. Young; Lydia Dux-Santoy; Aroa Ruiz-Muñoz; et al. (FIMH, 2021)

Non-invasive hemodynamic analysis for aortic regurgitation using computational fluid dynamics and deep learning. - Derek Long; Cameron McMurdo; Edward Ferdian; Charlène Alice Mauger (CoRR, 2021)

DIFF·3: A Latent Diffusion Model for the Generation of Synthetic 3D Echocardiographic Images and Corresponding Labels. - Edward Ferdian; Debbie Zhao; Gonzalo D. Maso Talou; Gina M. Quill; Malcolm E. Legget; Robert N. Doughty; Martyn P. Nash; Alistair A. Young (SASHIMI@MICCAI, 2023)

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. - Edward Ferdian; David Marlevi; Jonas Schollenberger; Maria Aristova; Elazer R. Edelman; Susanne Schnell; C. Alberto Figueroa; David Nordsletten; Alistair A. Young (Medical Image Anal., 2023)

Defect Detection in Arabica Green Coffee Beans Based on Grade Quality. - Vania Amadea; Ema Rachmawati; Edward Ferdian; Muhammad Naufal Syawali Akbar (ICCAI, 2024)

Toward End-to-End Detection for Traffic Accidents from CCTV Footage. - Hilman Taris Muttaqin; Ema Rachmawati; Edward Ferdian (ICCAI, 2024)

3D Left Ventricular Reconstruction from 2D Echocardiograms for Reliable Volume Estimation. - 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 (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Generalized Super-Resolution 4D Flow MRI - Using Ensemble Learning to Extend Across the Cardiovascular System. - 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; et al. (IEEE J. Biomed. Health Informatics, 2024)

A Multimodal Machine Learning Approach for Identifying Elevated Left Ventricular End-Diastolic Pressure. - 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 (FIMH (1), 2025)

Deep learning for temporal super-resolution 4D Flow MRI. - Pia Callmer; Mia Bonini; Edward Ferdian; David Nordsletten; Daniel Giese; Alistair A. Young; Alexander Fyrdahl; David Marlevi (CoRR, 2025)