A Hybrid Approach for Segmenting Grey and White Matter from Brain Magnetic Resonance Imaging (MRI)

Author(s):  
Ruhul Amin Hazarika ◽  
Khrawnam Kharkongor ◽  
Arnab Kumar Maji ◽  
Debdatta Kandar ◽  
Sugata Sanyal
2021 ◽  
pp. 088307382110279
Author(s):  
Salman Rashid ◽  
Samantha Weaver ◽  
Khaled Al-Robaidi ◽  
Leon Dure ◽  
Sumit Singh

Background: Cyclic vomiting syndrome is classified as a possible subset of migraine. Brain magnetic resonance imaging (MRI) findings of white matter hyperintensities are well documented in migraineurs, but not in patients with cyclic vomiting syndrome. This study focuses on white matter hyperintensities in children with cyclic vomiting syndrome. Methods: We investigated our database of outpatient medical records for the diagnosis codes associated with cyclic vomiting syndrome from January 2008 to October 2018. Results: Brain MRIs were obtained in 31 of 185 patients (∼17%) with a diagnosis code related to cyclic vomiting syndrome. We excluded 13 of 31 patients because of the inaccessibility of images or a confounding diagnosis. Remaining patients were divided into 2 groups: 13 of 18 cyclic vomiting syndrome with migraine (CVS+M), and 5 of 18 cyclic vomiting syndrome without migraine (CVS-M). We found that 3 of the 13 patients in the CVS +M group had migraine-like white matter hyperintensities compared to 0 of the 5 in the CVS-M group. Conclusion: This small study suggests a possible relationship between white matter hyperintensities and CVS+M. A larger study is required to validate these findings.


2016 ◽  
Vol 12 (1) ◽  
pp. 108-113 ◽  
Author(s):  
Stephanie A Ward ◽  
Parnesh Raniga ◽  
Nicholas J Ferris ◽  
Robyn L Woods ◽  
Elsdon Storey ◽  
...  

Rationale Cerebral microbleeds seen on brain magnetic resonance imaging are markers of small vessel disease, linked to cognitive dysfunction and increased ischemic and hemorrhagic stroke risk. Observational studies suggest that aspirin use may induce cerebral microbleeds, and associated overt intracranial hemorrhage, but this has not been definitively resolved. Aims ASPREE-NEURO will determine the effect of aspirin on cerebral microbleed development over three years in healthy adults aged 70 years and over, participating in the larger ‘ASPirin in Reducing Events in the Elderly (ASPREE)’ primary prevention study of aspirin. Sample size Five hundred and fifty-nine participants provide 75% power (two-sided p value of 0.05) to determine an average difference of 0.5 cerebral microbleed per person after three years. Methods and design A multi-center, randomized placebo-controlled trial of 100 mg daily aspirin in participants who have brain magnetic resonance imaging at study entry, one and three years after randomization and who undergo cognitive testing at the same time points. Study outcomes The primary outcome is the number of new cerebral microbleeds on magnetic resonance imaging after three years. Secondary outcomes are the number of new cerebral microbleeds after one year, change in volume of white matter hyperintensity, cognitive function, and stroke. Discussion ASPREE-NEURO will resolve whether aspirin affects the presence and number of cerebral microbleeds, their relationship with cognitive performance, and indicate whether consideration of cerebral microbleeds alters the risk-benefit profile of aspirin in primary prevention for older people. Trial registration Australian New Zealand Clinical Trials Registry ACTRN12613001313729.


2016 ◽  
Vol 7 (01) ◽  
pp. 83-86 ◽  
Author(s):  
Emine Caliskan ◽  
Yeliz Pekcevik ◽  
Adnan Kaya

ABSTRACT Purpose: To evaluate the contribution of conventional brain magnetic resonance imaging (MRI) for the determination of intracranial aneurysms. Materials and Methods: Brain MRI and computed tomography angiography (CTA) of 45 patients (29 women and 16 men; age range, 32–80 years) with aneurysm were analyzed. A comparison was made between brain MRI and CTA based on size and presence of aneurysm. The comparisons between MRI and CTA were investigated through Bland-Altman graphics, receiver operating characteristic curve, and Kappa statistics. Results: Fifty-seven aneurysms were evaluated. Forty-five percent of 57 aneurysms on CTA were detected on conventional brain MRI. A significant correlation was found between CTA and brain MRI in the diagnosis of aneurysm (P < 0.05). In an analysis of the size measurement, a significant correlation was observed between CTA and brain MRI. Seventy-seven percent of aneurysms <4 mm was not detected and the efficiency of MRI in the detection of aneurysms <4 mm was found to be low. Conclusion: Aneurysms can also be appreciated on conventional brain MRI, and vascular structures should be reviewed carefully while analyzing brain MRI.


2007 ◽  
Vol 48 (7) ◽  
pp. 755-762 ◽  
Author(s):  
A. Aalto ◽  
J. Sjöwall ◽  
L. Davidsson ◽  
P. Forsberg ◽  
Ö. Smedby

Background: Borrelia infections, especially chronic neuroborreliosis (NB), may cause considerable diagnostic problems. This diagnosis is based on symptoms and findings in the cerebrospinal fluid but is not always conclusive. Purpose: To evaluate brain magnetic resonance imaging (MRI) in chronic NB, to compare the findings with healthy controls, and to correlate MRI findings with disease duration. Material and Methods: Sixteen well-characterized patients with chronic NB and 16 matched controls were examined in a 1.5T scanner with a standard head coil. T1- (with and without gadolinium), T2-, and diffusion-weighted imaging plus fluid-attenuated inversion recovery (FLAIR) imaging were used. Results: White matter lesions and lesions in the basal ganglia were seen in 12 patients and 10 controls (no significant difference). Subependymal lesions were detected in patients down to the age of 25 and in the controls down to the age of 43. The number of lesions was correlated to age both in patients (ρ = 0.83, P<0.01) and in controls (ρ = 0.61, P<0.05), but not to the duration of disease. Most lesions were detected with FLAIR, but many also with T2-weighted imaging. Conclusion: A number of MRI findings were detected in patients with chronic NB, although the findings were unspecific when compared with matched controls and did not correlate with disease duration. However, subependymal lesions may constitute a potential finding in chronic NB.


Sign in / Sign up

Export Citation Format

Share Document