Dr. Vaanathi Sundaresan
Colleges
Curriculum Vitae
Vaanathi_sundaresan_CV.pdf
- Vaanathi Sundaresan_CV_2022.pdf
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Vaanathi Sundaresan
Honorary Research Fellow
- Assistant Professor, Department of Computational and Data Sciences (CDS), Indian Institute of Science (IISc), Bangalore, India.
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
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Journal article
Sundaresan V. et al, (2020)
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Journal article
Sundaresan V. et al, (2018)
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Journal article
Sundaresan V. et al, (2018)
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Chapter
Sundaresan V. et al, (2021), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 340 - 353
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Journal article
Griffanti L. et al, (2016), NeuroImage, 141, 191 - 205
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Conference paper
Sundaresan V. et al, (2017), 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)
Recent publications
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Journal article
Dinsdale NK. et al, (2022), Neuron, 110, 3866 - 3881
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Journal article
Campello VM. et al, (2021), IEEE Trans Med Imaging, 40, 3543 - 3554