Vaanathi Sundaresan

Employment

• Indian Institute of Science Assistant Professor
  2022 - Present
• Wellcome Centre for Integrative Neuroimaging Honorary Research Fellow
  2021 - Present
• Athinoula A Martinos Center for Biomedical Imaging Clinical Computational Neuroimaging Group Postdoctoral Researcher
  2021 - 2022
• University of Oxford Postdoctoral Researcher
  2020 - 2021

Education

• University of Oxford

Projects & Funding

Projects & funding information is unavailable.

Publications (30)

• Label-efficient sequential model-based weakly supervised intracranial hemorrhage segmentation in low-data non-contrast CT imaging.
  Medical physics 2025 DOI: 10.1002/mp.17689
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• MedLesSynth-LD: Lesion synthesis using physics-based noise models for robust lesion segmentation in low-data medical imaging regimes
  Pattern Recognition Letters 2025 DOI: 10.1016/j.patrec.2024.12.011
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• Automated characterisation of cerebral microbleeds using their size and spatial distribution on brain MR images
  2025 DOI: 10.1101/2025.01.10.25320354
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• Automated characterisation of cerebral microbleeds using their size and spatial distribution on brain MRI.
  European radiology experimental 2025 DOI: 10.1186/s41747-024-00544-z
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• Self-supervised segmentation and characterization of fiber bundles in anatomic tracing data
  Imaging Neuroscience 2025 DOI: 10.1162/imag_a_00514
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• Automated grading of diabetic retinopathy and Radiomics analysis on ultra-wide optical coherence tomography angiography scans
  Image and Vision Computing 2024 DOI: 10.1016/j.imavis.2024.105292
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• Self-supervised segmentation and characterization of fiber bundles in anatomic tracing data
  2023 DOI: 10.1101/2023.09.30.560310
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• Challenges for machine learning in clinical translation of big data imaging studies
  Neuron 2022 DOI: 10.1016/j.neuron.2022.09.012
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• Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning.
  Frontiers in neuroinformatics 2021 DOI: 10.3389/fninf.2021.777828
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• White matter hyperintensities classified according to intensity and spatial location reveal specific associations with cognitive performance
  NeuroImage: Clinical 2021 DOI: 10.1016/j.nicl.2021.102616
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