My research interests include analysing structural and functional changes of the brain in disease. My DPhil work is on modelling the distribution of white matter lesions within a population and the detection of white matter pathologies of the brain in MR images.
Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks
Sundaresan V. et al, (2017), Proceedings - International Symposium on Biomedical Imaging, 671 - 674
BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities.
Griffanti L. et al, (2016), Neuroimage, 141, 191 - 205
Computer-assisted grading of diabetic macular edema on retinal color fundus images.
Sundaresan V. et al, (2015), Conf Proc IEEE Eng Med Biol Soc, 2015, 4330 - 4333