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Predicting Future Disease Activity and Treatment Responders for Multiple Sclerosis Patients Using a Bag-of-Lesions Brain Representation.

, , , and . MICCAI (3), volume 10435 of Lecture Notes in Computer Science, page 186-194. Springer, (2017)

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Automated detection of focal cortical dysplasia lesions using computational models of their MRI characteristics and texture analysis., , , , , , , and . NeuroImage, 19 (4): 1748-1759 (2003)Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation., , , and . MICCAI (1), volume 11070 of Lecture Notes in Computer Science, page 655-663. Springer, (2018)Evaluation of automated techniques for the quantification of grey matter atrophy in patients with multiple sclerosis., , , , , , , and . NeuroImage, 52 (4): 1261-1267 (2010)Automated separation of diffusely abnormal white matter from focal white matter lesions on MRI in multiple sclerosis., , , , , and . NeuroImage, (2020)Segmentation-Consistent Probabilistic Lesion Counting., , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 1034-1056. PMLR, (2022)Bayesian Classification of Multiple Sclerosis Lesions in Longitudinal MRI Using Subtraction Images., , , , and . MICCAI (2), volume 6362 of Lecture Notes in Computer Science, page 290-297. Springer, (2010)Adaptive Voxel, Texture and Temporal Conditional Random Fields for Detection of Gad-Enhancing Multiple Sclerosis Lesions in Brain MRI., , , , and . MICCAI (3), volume 8151 of Lecture Notes in Computer Science, page 543-550. Springer, (2013)Deep learning, data ramping, and uncertainty estimation for detecting artifacts in large, imbalanced databases of MRI images., , , , , , and . Medical Image Anal., (December 2023)Diurnal fluctuations in brain volume: Statistical analyses of MRI from large populations., , , , and . NeuroImage, (2015)Local magnetization transfer ratio signal inhomogeneity is related to subsequent change in MTR in lesions and normal-appearing white-matter of multiple sclerosis patients., , , , , and . NeuroImage, 25 (4): 1272-1278 (2005)