BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities. - Ludovica Griffanti; Giovanna Zamboni; Aamira Khan; Linxin Li; Guendalina Bonifacio; Vaanathi Sundaresan; Ursula G. Schulz; Wilhelm Kuker; Marco Battaglini; Peter M. Rothwell; Mark Jenkinson (NeuroImage, 2016)

Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference. - Vaanathi Sundaresan; Ludovica Griffanti; Petya Kindalova; Fidel Alfaro-Almagro; Giovanna Zamboni; Peter M. Rothwell; Thomas E. Nichols; Mark Jenkinson (NeuroImage, 2019)

Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding. - Vaanathi Sundaresan; Giovanna Zamboni; Campbell Le Heron; Peter M. Rothwell; Masud Husain; Marco Battaglini; Nicola De Stefano; Mark Jenkinson; Ludovica Griffanti (NeuroImage, 2019)

Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning. - Vaanathi Sundaresan; Christoph Arthofer; Giovanna Zamboni; Robert A. Dineen; Peter M. Rothwell; Stamatios N. Sotiropoulos; Dorothee P. Auer; Daniel J. Tozer; Hugh S. Markus; Karla L. Miller; Iulius Dragonu; Nikola Sprigg; et al. (Frontiers Neuroinformatics, 2021)

Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images. - Vaanathi Sundaresan; Giovanna Zamboni; Nicola K. Dinsdale; Peter M. Rothwell; Ludovica Griffanti; Mark Jenkinson (Medical Image Anal., 2021)

Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images. - Vaanathi Sundaresan; Giovanna Zamboni; Peter M. Rothwell; Mark Jenkinson; Ludovica Griffanti (Medical Image Anal., 2021)

Automated detection of cerebral microbleeds on MR images using knowledge distillation framework. - Vaanathi Sundaresan; Christoph Arthofer; Giovanna Zamboni; Andrew G. Murchison; Robert A. Dineen; Peter M. Rothwell; Dorothee P. Auer; Chaoyue Wang; Karla L. Miller; Benjamin C. Tendler; Fidel Alfaro-Almagro; Stamatios N. Sotiropoulos; et al. (Frontiers Neuroinformatics, 2023)