Silver Standard Masks for Data Augmentation Applied to Deep-Learning-Based Skull-Stripping arXiv:1710.08354v1 [eess.IV] 23 Oct 2017 The bottleneck of convolutional neural networks (CNN) for medical imaging is the number of...
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...
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge IEEE Transactions on Medical Imaging, vol. 38, no. 11, pp. 2556-2568, Nov. 2019...
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...
Microstructural Changes in the Corpus Callosum in Systemic Lupus Erythematous Cells, Volume 12, Issue January 2023, 355 Central nervous system (CNS) involvement in childhood-onset systemic lupus erythematosus (cSLE) occurs...
Reconsidering the olfactory and brain structures in Kallmann’s syndrome: new findings in the analysis of volumetry Clinical Endocrinology, Volume n, Issue 19, December 2022 Background: Kallmann’s syndrome is characterized...
A benchmark for hypothalamus segmentation on T1-weighted MR images NeuroImage, Volume 264, Issue 1, December 2022, 119741 The hypothalamus is a small brain structure that plays essential roles in...
A Systematic Review of Automated Segmentation Methods and Public Datasets for the Lung and its Lobes and Findings on Computed Tomography Images Yearbook of Medical Informatics, Volume 31, August...
Neuropsychiatric manifestations in childhood-onset systemic lupus erythematosus The Lancet Child & Adolescent Health, Volume 6, Issue 1, August 2022, 571-581 Neuropsychiatric manifestations occur frequently and are challenging to diagnose...