BIANCA-MS: An optimized tool for automated multiple sclerosis lesion segmentation.
Gentile G. et al, (2023), Hum Brain Mapp, 44, 4893 - 4913
Automated detection of cerebral microbleeds on MR images using knowledge distillation framework.
Sundaresan V. et al, (2023), Front Neuroinform, 17
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
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
Cortical diffusivity investigation in posterior cortical atrophy and typical Alzheimer's disease.
Torso M. et al, (2021), J Neurol, 268, 227 - 239
White matter hyperintensities classified according to intensity and spatial location reveal specific associations with cognitive performance.
Melazzini L. et al, (2021), Neuroimage Clin, 30
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