Alejandro F. Frangi

Research interests

Publications

• FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare

  BMJ · 2025 · https://doi.org/10.1136/bmj-2024-081554

• The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions

  Nature Communications · 2020 · https://doi.org/10.1038/s41467-020-15948-9

• CS 2 -Net: Deep learning segmentation of curvilinear structures in medical imaging

  Medical Image Analysis · 2020 · https://doi.org/10.1016/j.media.2020.101874

• CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation

  Lecture notes in computer science · 2019 · https://doi.org/10.1007/978-3-030-32239-7_80

• Why rankings of biomedical image analysis competitions should be interpreted with care

  Nature Communications · 2018 · https://doi.org/10.1038/s41467-018-07619-7

• 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 · https://doi.org/10.1007/s10334-015-0521-4

• Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

  Lecture notes in computer science · 2015 · https://doi.org/10.1007/978-3-319-24553-9

• Risk of Rupture of Small Anterior Communicating Artery Aneurysms Is Similar to Posterior Circulation Aneurysms

  Stroke · 2013 · https://doi.org/10.1161/strokeaha.113.001667

• Genome-wide association study of intracranial aneurysm identifies three new risk loci

  Nature Genetics · 2010 · https://doi.org/10.1038/ng.563

• A vision and strategy for the virtual physiological human in 2010 and beyond

  Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2010 · https://doi.org/10.1098/rsta.2010.0048

• KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · https://doi.org/10.1109/tpami.2005.33

• Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity

  IEEE Transactions on Medical Imaging · 2005 · https://doi.org/10.1109/tmi.2005.844159

• Two-dimensional pca: a new approach to appearance-based face representation and recognition

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · https://doi.org/10.1109/tpami.2004.1261097

• Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration

  IEEE Transactions on Medical Imaging · 2003 · https://doi.org/10.1109/tmi.2003.815865

• Active shape model segmentation with optimal features

  IEEE Transactions on Medical Imaging · 2002 · https://doi.org/10.1109/tmi.2002.803121

• Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling

  IEEE Transactions on Medical Imaging · 2002 · https://doi.org/10.1109/tmi.2002.804426

• Three-dimensional modeling for functional analysis of cardiac images, a review

  IEEE Transactions on Medical Imaging · 2001 · https://doi.org/10.1109/42.906421

• Model-based quantitation of 3-D magnetic resonance angiographic images

  IEEE Transactions on Medical Imaging · 1999 · https://doi.org/10.1109/42.811279

• Multiscale vessel enhancement filtering

  Lecture notes in computer science · 1998 · https://doi.org/10.1007/bfb0056195

Current projects

No projects listed.