Alejandro Frangi

Research Interests

Ageing Alzheimers Applied Machine Learning Automated quality control Big data processing Biomedical image analysis Biometrics Cardiac imaging Cardiac MR Cardiovascular imaging Clinical and scientific evaluation of imaging studies Clinical studies Clinical translation Computational anatomy and physiology Computational pathology Computer vision Computer-aided radiology Convolutional neural networks Data fusion Database Decision support Deep Learning Dementia Diffusion Diffusion imaging Diffusion tensor imaging Discovery of imaging biomarkers Evidence-based radiology Feature recognition Generative adversarial networks Histopathology Image analysis Image enhancement Image formation and reconstruction Image interpretation Image processing Image registration Image segmentation Image understanding Image-based phenotyping Image-based systems biology Image-guided intervention Imaging physics Left atrium Machine Learning Mechanical modelling Medical Image Analysis Medical image computing Medical imaging Modelling Motion atlases Multi-modality image analysis Myocardial perfusion Novel imaging methods Parallel computing Particle tracking Pattern recognition Predictive classification Quality control Quantitative image analysis Radiomics Random forests Semantic segmentation Shape analysis Shape model Signal processing Simulation Software development Statistical methods in imaging Statistics Structural imaging Subarachnoid haemorrhage Super-resolution Super-resolution algorithms Super-resolution ultrasound imaging Systematic testing & validation Texture analysis