Vaanathi Sundaresan

Oxford, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 15 publications

MedLesSynth-LD: Lesion synthesis using physics-based noise models for robust lesion segmentation in low-data medical imaging regimes.

MedLesSynth-LD: Lesion synthesis using physics-based noise models for robust lesion segmentation in low-data medical imaging regimes.

Journal: Pattern recognition letters

Published: June 09, 2025

Automated detection of lacunes in brain MR images using SAM with robust prompts using self-distillation and anatomy-informed priors.

Automated detection of lacunes in brain MR images using SAM with robust prompts using self-distillation and anatomy-informed priors.

Journal: Computers in biology and medicine

Published: January 19, 2025

Automated characterisation of cerebral microbleeds using their size and spatial distribution on brain MRI.

Automated characterisation of cerebral microbleeds using their size and spatial distribution on brain MRI.

Journal: European radiology experimental

Published: September 05, 2024

Self-supervised segmentation and characterization of fiber bundles in anatomic tracing data.

Self-supervised segmentation and characterization of fiber bundles in anatomic tracing data.

Journal: bioRxiv : the preprint server for biology

Published: October 24, 2023

Automated detection of cerebral microbleeds on MR images using knowledge distillation framework.

Automated detection of cerebral microbleeds on MR images using knowledge distillation framework.

Journal: Frontiers in neuroinformatics

Published: April 11, 2023

Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning.

Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning.

Journal: Frontiers in neuroinformatics

Published: September 15, 2021

Challenges for machine learning in clinical translation of big data imaging studies.

Challenges for machine learning in clinical translation of big data imaging studies.

Journal: Neuron

Published: July 02, 2021

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.

Journal: IEEE transactions on medical imaging

Published: June 17, 2021

Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images.

Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images.

Journal: Medical image analysis

Published: March 15, 2021

Integrating large-scale neuroimaging research datasets: Harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets.

Integrating large-scale neuroimaging research datasets: Harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets.

Journal: NeuroImage

Published: December 18, 2020

Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images.

Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images.

Journal: Medical image analysis

Published: October 29, 2020

White matter hyperintensities classified according to intensity and spatial location reveal specific associations with cognitive performance.

White matter hyperintensities classified according to intensity and spatial location reveal specific associations with cognitive performance.

Journal: NeuroImage. Clinical

Published: August 22, 2020

Showing 1-12 of 15

Last Updated: 09/26/2026