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Dr. Vaanathi Sundaresan

Dr. Vaanathi Sundaresan

Curriculum Vitae

Vaanathi Sundaresan

Honorary Research Fellow

  • Postdoctoral Research Fellow at MGH/HST Athinoula A. Martinos Centre for Biomedical Imaging, Harvard Medical School, USA.

Biography

About me

My work with Prof. Mark Jenkinson and Dr. Ludovica Griffanti, at Oxford centre for Functional MRI of the brain (FMRIB), Wellcome Centre for Integrative Neuroimaging (WIN), involves development of deep learning-based tools for domain adaption of segmentation methods and harmonisation of data from various sources.

My DPhil work was on AI-driven automated detection of small vessel disease signs on brain MR images. My postdoctoral research focusses on domain adaptation and harmonisation of neuroimaging data using deep learning methods.


Research

My research interests include domain adaptation of segmentation models for segmentation of dementia signs and harmonisation of structural data as preprocessing step for further robust analyses. My DPhil work was on modelling the distribution of white matter lesions within a population and the detection of white matter pathologies of the brain in MR images.

Key publications

Recent publications

More publications