Automated Detection of Lupus White Matter Lesions in MRI

Automated Detection of Lupus White Matter Lesions in MRI

Brain magnetic resonance imaging provides detailed information which can be used to detect and segment white matter lesions (WML). In this work we propose an approach to automatically segment WML in Lupus patients by using T1w and fluid-attenuated inversion recovery (FLAIR) images. Lupus WML appear...

Full description

Bibliographic Details
Main Authors:	Roura, Eloy, Sarbu, Nicolae, Oliver, Arnau, Valverde, Sergi, González-Villà, Sandra, Cervera, Ricard, Bargalló, Núria, Lladó, Xavier
Format:	Online
Language:	English
Published:	Frontiers Media S.A. 2016
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4981618/

Similar Items

Advanced and Conventional Magnetic Resonance Imaging in Neuropsychiatric Lupus
by: Sarbu, Nicolae, et al.
Published: (2015)

A white matter lesion-filling approach to improve brain tissue volume measurements
by: Valverde, Sergi, et al.
Published: (2014)

Quantifying brain tissue volume in multiple sclerosis with automated lesion segmentation and filling
by: Valverde, Sergi, et al.
Published: (2015)

Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation
by: Sandra González-Villà, et al.

Systemic Lupus Erythematosus 2014
by: Anaya, Juan-Manuel, et al.
Published: (2014)

Do we still need renal biopsy in lupus nephritis?
by: Haładyj, Ewa, et al.
Published: (2016)

Repeat renal biopsy in lupus nephritis – unnecessary harm and risk of complications or important diagnostic tool with clinical consequences?
by: Haładyj, Ewa, et al.
Published: (2016)

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

Different associations of white matter lesions with depression and cognition
by: Lee, Jun-Young, et al.
Published: (2012)

MRI white matter lesion central veins in multiple sclerosis
by: Samaraweera, Amal Prasanna Rohan
Published: (2017)

Automated, quantitative measures of grey and white matter lesion burden correlates with motor and cognitive function in children with unilateral cerebral palsy
by: Pagnozzi, A., et al.
Published: (2016)

Automated measurement of brain and white matter lesion volume in type 2 diabetes mellitus
by: Jongen, C., et al.
Published: (2007)

Automated, quantitative measures of grey and white matter lesion burden correlates with motor and cognitive function in children with unilateral cerebral palsy
by: Pagnozzi, Alex M., et al.
Published: (2016)

Systemic Lupus Erythematosus
by: Okamoto, Hiroshi, et al.
Published: (2012)

White Matter Correlates of Neuropsychological Dysfunction in Systemic Lupus Erythematosus
by: Jung, Rex E., et al.
Published: (2012)

Diminished white matter integrity in patients with systemic lupus erythematosus
by: Schmidt-Wilcke, Tobias, et al.
Published: (2014)

Periodic lateralized epileptiform discharges (PLEDs) in cerebral lupus correlated with white-matter lesions in brain MRI and reduced cerebral blood flow in SPECT
by: Aye, S.M.M., et al.
Published: (2013)

Before the Endless Forms: Embodied Model of Transition from Single Cells to Aggregates to Ecosystem Engineering
by: Solé, Ricard V., et al.
Published: (2013)

Extent of altered white matter in unilateral and bilateral periventricular white matter lesions in children with unilateral cerebral palsy
by: Scheck, S., et al.
Published: (2016)

Vasomotor reactivity comparison in multiple sclerosis patients with white matter lesions and nonmultiple sclerosis subjects with white matter lesions in brain magnetic resonance imaging
by: Khorvash, Fariborz, et al.
Published: (2016)

Coronary Heart Disease and Cortical Thickness, Gray Matter and White Matter Lesion Volumes on MRI
by: Vuorinen, Miika, et al.
Published: (2014)

Tract Profiles of White Matter Properties: Automating Fiber-Tract Quantification
by: Yeatman, Jason D., et al.
Published: (2012)

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

Fully automated grey and white matter spinal cord segmentation
by: Prados, Ferran, et al.
Published: (2016)

Automated white matter fiber tract identification in patients with brain tumors
by: O’Donnell, Lauren J., et al.
Published: (2016)

On Singularities and Black Holes in Combination-Driven Models of Technological Innovation Networks
by: Solé, Ricard, et al.
Published: (2016)

Associations between Ambulatory Blood Pressure Parameters and Cerebral White Matter Lesions
by: Sierra, Cristina
Published: (2011)

Connecting Cerebral White Matter Lesions and Hypertensive Target Organ Damage
by: Sierra, Cristina, et al.
Published: (2011)

White Matter Lesions Are Not Related to β-Amyloid Deposition in an Autopsy-Based Study
by: Rutten-Jacobs, Loes C. A., et al.
Published: (2011)

Transient asymptomatic white matter lesions following Epstein-Barr virus encephalitis
by: Jang, Yoon Young, et al.
Published: (2011)

Attenuation of Brain White Matter Lesions After Lacunar Stroke
by: Durand-Birchenall, Julia, et al.
Published: (2012)

Relationship between White Matter Lesions and Progression of Cognitive Decline in Alzheimer's Disease
by: Kimura, Noriyuki, et al.
Published: (2013)

Increased HLA-E expression in white matter lesions in multiple sclerosis
by: Durrenberger, Pascal F, et al.
Published: (2012)

Lack of Association of White Matter Lesions with Ipsilateral Carotid Artery Stenosis
by: Potter, Gillian M., et al.
Published: (2012)

Systematic network lesioning reveals the core white matter scaffold of the human brain
by: Irimia, Andrei, et al.
Published: (2014)

Altered Glutamatergic Metabolism Associated with Punctate White Matter Lesions in Preterm Infants
by: Wisnowski, Jessica L., et al.
Published: (2013)

Grifolin attenuates white matter lesion in oxygen/glucose deprivation
by: Yanqin Ying, et al.
Published: (2017-10-01)

Cerebral Amyloid and Hypertension are Independently Associated with White Matter Lesions in Elderly
by: Scott, Julia A., et al.
Published: (2015)

Preclinical Cerebral Network Connectivity Evidence of Deficits in Mild White Matter Lesions
by: Liang, Ying, et al.
Published: (2016)

The impact of isolated lesions on white-matter fiber tracts in multiple sclerosis patients
by: Droby, Amgad, et al.
Published: (2015)