SINAPSE - Scottish Imaging Network: A Platform for Scientific Excellence

Research Interests

Applied Machine Learning Big data processing Biomedical image analysis Body imaging Brain imaging Cardiac imaging Cardiovascular imaging Clinical and scientific evaluation of imaging studies Clinical studies Cognitive Computed tomography Computer vision Computer-assisted intervention Convolutional neural networks CT Data anonimisation Data protection DCE-MRI Decision support Deep Learning Diffusion imaging Discovery of imaging biomarkers Doppler ultrasound DTI-tractography EEG ERP Evidence-based radiology Feature recognition Field-cycling fMRI Functional connectivity Generative adversarial networks Image analysis Image enhancement Image formation and reconstruction Image interpretation Image processing Image registration Image segmentation Image-based phenotyping Image-guided intervention Imaging Imaging physics Lung imaging Machine Learning Medical Image Analysis Medical imaging Molecular imaging MR physics MRI MRS magnetisation transfer Multi-modality image analysis Multicentre studies Neuroimaging NMR relaxometry Novel imaging methods Novel radiotracers Nuclear medicine Oncologic imaging Optical imaging Perfusion imaging PET Preclinical Imaging Quantitative image analysis Radiochemistry Radiomics Radiotherapy Renal imaging Resting state fMRI Retina Signal processing Simulation Software development SPECT Statistical methods in imaging Structural imaging Texture analysis Time series analyses Translational imaging Ultrasound