Cargando…

White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks

White matter hyperintensities (WMH) are a feature of sporadic small vessel disease also frequently observed in magnetic resonance images (MRI) of healthy elderly subjects. The accurate assessment of WMH burden is of crucial importance for epidemiological studies to determine association between WMHs...

Descripción completa

Detalles Bibliográficos
Autores principales:	Guerrero, R., Qin, C., Oktay, O., Bowles, C., Chen, L., Joules, R., Wolz, R., Valdés-Hernández, M.C., Dickie, D.A., Wardlaw, J., Rueckert, D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2017
Materias:	Regular Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5842732/ https://www.ncbi.nlm.nih.gov/pubmed/29527496 http://dx.doi.org/10.1016/j.nicl.2017.12.022

Ejemplares similares

Brain lesion segmentation through image synthesis and outlier detection
por: Bowles, Christopher, et al.
Publicado: (2017)

Contribution of white matter hyperintensities to ventricular enlargement in older adults
por: Jochems, Angela C.C., et al.
Publicado: (2022)

White matter hyperintensities and normal-appearing white matter integrity in the aging brain
por: Maniega, Susana Muñoz, et al.
Publicado: (2015)

Vascular risk factors and progression of white matter hyperintensities in the Lothian Birth Cohort 1936
por: Dickie, David Alexander, et al.
Publicado: (2016)

DEWS (DEep White matter hyperintensity Segmentation framework): A fully automated pipeline for detecting small deep white matter hyperintensities in migraineurs
por: Park, Bo-yong, et al.
Publicado: (2018)

Interaction of APOE e4 and poor glycemic control predicts white matter hyperintensity growth from 73 to 76
por: Cox, Simon R., et al.
Publicado: (2017)

Automated segmentation of changes in FLAIR-hyperintense white matter lesions in multiple sclerosis on serial magnetic resonance imaging
por: Schmidt, Paul, et al.
Publicado: (2019)

Comparison and validation of seven white matter hyperintensities segmentation software in elderly patients
por: Vanderbecq, Quentin, et al.
Publicado: (2020)

What are White Matter Hyperintensities Made of?: Relevance to Vascular Cognitive Impairment
por: Wardlaw, Joanna M, et al.
Publicado: (2015)

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities
por: Ghafoorian, Mohsen, et al.
Publicado: (2017)

Tract-defined regional white matter hyperintensities and memory
por: Rizvi, Batool, et al.
Publicado: (2019)

Reduced binding of Pittsburgh Compound-B in areas of white matter hyperintensities
por: Goodheart, A.E., et al.
Publicado: (2015)

Validation of Automated White Matter Hyperintensity Segmentation
por: Smart, Sean D., et al.
Publicado: (2011)

Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks
por: Chen, Liang, et al.
Publicado: (2017)

An improved algorithm of white matter hyperintensity detection in elderly adults
por: Ding, T, et al.
Publicado: (2019)

Cognitive abilities, brain white matter hyperintensity volume, and structural network connectivity in older age
por: Wiseman, Stewart J., et al.
Publicado: (2017)

Semisupervised white matter hyperintensities segmentation on MRI
por: Huang, Fan, et al.
Publicado: (2022)

Computational quantification of brain perivascular space morphologies: Associations with vascular risk factors and white matter hyperintensities. A study in the Lothian Birth Cohort 1936
por: Ballerini, Lucia, et al.
Publicado: (2019)

Physical activity and white matter hyperintensities: A systematic review of quantitative studies
por: Torres, Elisa R., et al.
Publicado: (2015)

Lacunar Stroke Lesion Extent and Location and White Matter Hyperintensities Evolution 1 Year Post-lacunar Stroke
por: Valdés Hernández, Maria del C., et al.
Publicado: (2021)

White matter hyperintensities and neuropsychiatric symptoms in mild cognitive impairment and Alzheimer’s disease
por: Misquitta, Karen, et al.
Publicado: (2020)

Impaired dynamic cerebrovascular response to hypercapnia predicts development of white matter hyperintensities
por: Sam, Kevin, et al.
Publicado: (2016)

Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI
por: Moeskops, Pim, et al.
Publicado: (2017)

Automatic segmentation of white matter hyperintensities: validation and comparison with state-of-the-art methods on both Multiple Sclerosis and elderly subjects
por: Tran, Philippe, et al.
Publicado: (2022)

White matter hyperintensity distribution differences in aging and neurodegenerative disease cohorts
por: Dadar, Mahsa, et al.
Publicado: (2022)

White matter hyperintensities are seen only in GRN mutation carriers in the GENFI cohort
por: Sudre, Carole H., et al.
Publicado: (2017)

Dilated Saliency U-Net for White Matter Hyperintensities Segmentation Using Irregularity Age Map
por: Jeong, Yunhee, et al.
Publicado: (2019)

Spatial Gradient of Microstructural Changes in Normal-Appearing White Matter in Tracts Affected by White Matter Hyperintensities in Older Age
por: Muñoz Maniega, Susana, et al.
Publicado: (2019)

An open-source tool for longitudinal whole-brain and white matter lesion segmentation
por: Cerri, Stefano, et al.
Publicado: (2023)

White matter hyperintensity reduction and outcomes after minor stroke
por: Wardlaw, Joanna M., et al.
Publicado: (2017)

White matter hyperintensities in progranulin-associated frontotemporal dementia: A longitudinal GENFI study
por: Sudre, Carole H., et al.
Publicado: (2019)

Spatial distribution and cognitive impact of cerebrovascular risk-related white matter hyperintensities
por: Veldsman, Michele, et al.
Publicado: (2020)

Association of estimated white matter hyperintensity age with cognition in elderly with controlled hypertension
por: Sung Kim, Jun, et al.
Publicado: (2023)

White matter hyperintensities are linked to future cognitive decline in de novo Parkinson's disease patients
por: Dadar, Mahsa, et al.
Publicado: (2018)

White matter hyperintensities segmentation using an ensemble of neural networks
por: Li, Xinxin, et al.
Publicado: (2021)

Optimizing automated white matter hyperintensity segmentation in individuals with stroke
por: Ferris, Jennifer K., et al.
Publicado: (2023)

Independent and additive contribution of white matter hyperintensities and Alzheimer’s disease pathology to basal forebrain cholinergic system degeneration
por: Kindler, Christine, et al.
Publicado: (2023)

White matter hyperintensities segmentation: a new semi-automated method
por: Iorio, Mariangela, et al.
Publicado: (2013)

Causal structure discovery identifies risk factors and early brain markers related to evolution of white matter hyperintensities
por: Shen, Xinpeng, et al.
Publicado: (2022)

Construction and validation of a cerebral white matter hyperintensity probability map of older Koreans
por: Kim, Jun Sung, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_ig8i772r4f736gr9qav9q01uvj