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Publications

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

Bordin V. et al, (2021), NeuroImage

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

Sundaresan V. et al, (2021)

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

Melazzini L. et al, (2021), NeuroImage. Clinical, 30

Brain Tumour Segmentation Using a Triplanar Ensemble of U-Nets on MR Images

Sundaresan V. et al, (2021), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 340 - 353

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

Bordin V. et al, (2020)

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

Sundaresan V. et al, (2020)

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

Melazzini L. et al, (2020)

Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding

SUNDARESAN V., (2019), NeuroImage

Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference

Sundaresan V. et al, (2019), NeuroImage, 185, 434 - 445

Automated lesion segmentation with BIANCA: impact of population-level features, classification algorithm and locally adaptive thresholding

Sundaresan V. et al, (2018)

Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference

Sundaresan V. et al, (2018)

Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks

Sundaresan V. et al, (2017), 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)

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), 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

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