Sotabase

Career

· Data Engineer, Leapfin2024–
· Data & Analytics Specialist, Freelance Developer2019–
· Research team member (Digital Libraries, Data Analytics project), University of Nebraska–Lincoln2019–
· Data and Analytics Consultant, COREBI SA2016–
· Data and Analytics Consultant, Blue Patagon2009–
· .NET Developer, Freelance Worker2008–
· RAEng Chair, KU Leuven
· KU Leuven
· Bicentenary Turing Chair, University of Manchester
· Bicentenary Turing Chair / RAEng Chair, University of Manchester and KU Leuven

Publications (685)

Muliscale Vessel Enhancement Filtering
International Conference on Medical Image Computing and Computer-Assisted Intervention · 1998
4,238
cited
Two-dimensional PCA: a new approach to appearance-based face representation and recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004
3,730
cited
KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005
898
cited
Three-dimensional modeling for functional analysis of cardiac images, a review
IEEE Transactions on Medical Imaging · 2001
634
cited
The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions
Nature Communications · 2020
620
cited
Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity
IEEE Transactions on Medical Imaging · 2005
609
cited
Active shape model segmentation with optimal features
IEEE Transactions on Medical Imaging · 2002
606
cited
Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration
IEEE Transactions on Medical Imaging · 2003
493
cited
Model-based quantitation of 3-D magnetic resonance angiographic images
IEEE Transactions on Medical Imaging · 1999
431
cited
Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling
IEEE Transactions on Medical Imaging · 2002
428
cited
Medical Image Analysis
IEEE Pulse · 1999
409
cited
Why rankings of biomedical image analysis competitions should be interpreted with care
Nature Communications · 2018
340
cited
Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
Lecture Notes in Computer Science · 2015
324
cited
Genome-wide association study of intracranial aneurysm identifies three new risk loci
Nature Genetics · 2010
310
cited
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2019
267
cited
A review of heart chamber segmentation for structural and functional analysis using cardiac magnetic resonance imaging
Magnetic Resonance Materials in Physics, Biology and Medicine · 2016
259
cited
Vascular dysfunction in the pathogenesis of Alzheimer's disease — A review of endothelium-mediated mechanisms and ensuing vicious circles
Neurobiology of Disease · 2015
251
cited
FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
British medical journal · 2023
245
cited
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding
Computer Vision and Pattern Recognition · 2017
205
cited
Three-Dimensional Architecture of Scar and Conducting Channels Based on High Resolution ce-CMR: Insights for Ventricular Tachycardia Ablation
Circulation: Arrhythmia and Electrophysiology · 2013
188
cited
Sotabase
Alejandro Frangi | Researcher Profile | Sotabase | Sotabase