Publications

BIANCA-MS: An optimized tool for automated multiple sclerosis lesion segmentation.

Gentile G. et al, (2023), Hum Brain Mapp

Subthalamic nucleus shows opposite functional connectivity pattern in Huntington's and Parkinson's disease.

Evangelisti S. et al, (2023), Brain Commun, 5

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

Dinsdale NK. et al, (2022), Neuron

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

Bordin V. et al, (2021), Neuroimage, 237

Machine Learning Quantitation of Cardiovascular and Cerebrovascular Disease: A Systematic Review of Clinical Applications

Boyd C. et al, (2021), DIAGNOSTICS, 11

Assessment of Regional Cortical Development Through Fissure Based Gestational Age Estimation in 3D Fetal Ultrasound

Wyburd MK. et al, (2021), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12959 LNCS, 242 - 252

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

Melazzini L. et al, (2021), Neuroimage Clin, 30

Cortical diffusivity investigation in posterior cortical atrophy and typical Alzheimer's disease.

Torso M. et al, (2020), J Neurol

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

Bordin V. et al, (2020)

Using diffusion tensor imaging to detect cortical changes in fronto-temporal dementia subtypes.

Torso M. et al, (2020), Sci Rep, 10

Common Genetic Variation Indicates Separate Causes for Periventricular and Deep White Matter Hyperintensities.

Armstrong NJ. et al, (2020), Stroke, 51, 2111 - 2121

Evidence for a novel subcortical mechanism for posterior cingulate cortex atrophy in HIV peripheral neuropathy.

Keltner JR. et al, (2020), J Neurovirol

Cross-species cortical alignment identifies different types of anatomical reorganization in the primate temporal lobe.

Eichert N. et al, (2020), Elife, 9

Quantitative Susceptibility Mapping for Characterization of Intraplaque Hemorrhage and Calcification in Carotid Atherosclerotic Disease.

Wang C. et al, (2020), J Magn Reson Imaging

Artificial intelligence for clinical decision support in neurology.

Pedersen M. et al, (2020), Brain Commun, 2

Cortical Plate Segmentation Using CNNs in 3D Fetal Ultrasound

Wyburd MK. et al, (2020), Communications in Computer and Information Science, 1248 CCIS, 56 - 68

Unlearning Scanner Bias for MRI Harmonisation in Medical Image Segmentation

Dinsdale NK. et al, (2020), Communications in Computer and Information Science, 1248 CCIS, 15 - 25

Unlearning Scanner Bias for MRI Harmonisation

Dinsdale NK. et al, (2020), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12262 LNCS, 369 - 378

One-year changes in brain microstructure differentiate preclinical Huntington's disease stages.

Pflanz CP. et al, (2019), Neuroimage Clin, 25

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

Sundaresan V. et al, (2019), Neuroimage, 202

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Publications