Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard Masks arXiv:1804.04988v1 [cs.CV] 13 Apr 2018 Convolutional neural networks (CNN) for medical imaging are constrained by...
Multi-Coil MRI Reconstruction Challenge — Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations arXiv:2011.07952v2 [eess.IV] 21 Dec 2021 Deep-learning-based brain magnetic resonance imaging (MRI) reconstruction...
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentation arXiv:2401.17104v1 [eess.IV] 30 Jan 2024 In this article, we train a model using synthetic images...
Hippocampus segmentation on epilepsy and Alzheimer’s disease studies with multiple convolutional neural networks Heliyon, Volume 7, Issue 2, February 2021, e06226 Background: Hippocampus segmentation on magnetic resonance imaging is of...
A framework for quality control of corpus callosum segmentation in large-scale studies Journal of Neuroscience Methods, Volume 334, 15 March 2020, 108593 The corpus callosum (CC) is the largest...
A new approach for longitudinal study of white matter lesion based on texture variation XXV Congresso Brasileiro de Engenharia Biomédica, p. 963-966, 2016 Lesions within the white matter brain...
Reduction of Cerebral and Corpus Callosum Volumes in Childhood-Onset Systemic Lupus Erythematosus Systemic Lupus Erythematosus, Volume 68, Issue 9, September 2016. Pages 2193-2199 There have been few studies in...
Divergence map from diffusion tensor imaging: Concepts and application to corpus callosum Engineering in Medicine and Biology Society (EMBC), 2016 This work proposes a novel approach to the analysis...
Etiology-based classification of brain white matter hyperintensity on magnetic resonance imaging Journal of Medical Imaging, 2015 Brain white matter lesions found upon magnetic resonance imaging are often observed in...