An Improved EM Algorithm for Statistical Segmentation of Brain MRI

Author(s):  
Yong Yang
2006 ◽  
Vol 37 (S 1) ◽  
Author(s):  
T Kmiec ◽  
E Jurkiewicz ◽  
S Jozwiak ◽  
I Pakula-Kosciesza ◽  
M Ebhart ◽  
...  
Keyword(s):  

2011 ◽  
Vol E94-B (2) ◽  
pp. 533-545 ◽  
Author(s):  
Kazushi MURAOKA ◽  
Kazuhiko FUKAWA ◽  
Hiroshi SUZUKI ◽  
Satoshi SUYAMA

2019 ◽  
Vol 91 (7) ◽  
pp. 29-34 ◽  
Author(s):  
M M Tanashyan ◽  
A L Melikyan ◽  
P I Kuznetsova ◽  
A A Raskurazhev ◽  
A A Shabalina ◽  
...  

Myeloproliferative disorders (MPD) are accompanied by a high proportion of thrombotic complications, which may lead to cerebrovascular disease (CVD). Aim. To describe MRI-findings in patients with Ph - negative MPD and evaluate any cerebrovascular disease. Materials and methods. We included 104 patients with Ph - negative MPD (age varied between 20 and 58) with clinical correlates of cerebrovascular pathology. Results. Brain MRI showed post - stroke lesions in 20% of patients (7 hemispheric infarcts due to thrombotic occlusion of one of the large cerebral arteries, 14 - cortical infarcts). 37 patients (36%) had vascular cerebral lesions. Cerebral venous sinus thrombosis occurred in 5 patients - in 7% (n=3) of patients with polycythemia vera and 5% (n=2) - in patients with essential thrombocythemia. The incidence of vascular cerebral lesions was associated with higher levels of the following: erythrocyte, platelet count, fibrinogen, and with the decrease in fibrinolytic activity, as well. Conclusion. The pioneering results of the study include the description and analysis of brain MRI-findings in patients with Ph - negative MPD. The underlying mechanisms of cerebrovascular pathology in these patients are associated with certain blood alterations (particularly, hemorheology) which present a major risk factor.


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