Objective. To investigate the pattern of cognitive impairment in relapsing remitting multiple sclerosis (RRMS) and secondary progressive multiple sclerosis (SPMS) patients using a computerized battery. Methods. RRMS patients (N = 50), SPMS patients (N = 30), and controls (N = 31) were assessed by Central Nervous System Vital Signs (CNS VS) computerized battery, Trail Making Tests (TMT) A and B, and semantic and phonological verbal fluency tasks. Results. The overall prevalence of cognitive dysfunction was 53.75% (RRMS 38%, SPMS 80%). RRMS patients differed from controls with large effect size on reaction time, medium effect size on TMT A and small on TMT B, phonological verbal fluency, composite memory, psychomotor speed, and cognitive flexibility. SPMS patients differed from controls in all neuropsychological measures (except complex attention) with large effect sizes on TMT A and B, phonological verbal fluency, composite memory, psychomotor speed, reaction time, and cognitive flexibility. Between patient groups, medium effect sizes were present on TMT B and psychomotor speed, while small effect sizes were present on composite memory and processing speed. Conclusion. CNS VS is sensitive in detecting cognitive impairment in RRMS and SPMS patients. Significant impairment in episodic memory, executive function, and processing speed were identified, with gradual increment of the frequency as disease progresses.

Background: The frequency of multiple sclerosis (MS) in Greece remains speculative, as data from many parts are still lacking. Objective: To estimate trends in MS prevalence and annual incidence in western Greece from January 1, 1984 to December 31, 2006. Methods: Patients were identified from the patient records of the Department of Neurology at Patras University Hospital in Rion-Patras. Only patients with a definite MS diagnosis according to Poser’s criteria and retrospective application of the McDonald’s criteria were included. We calculated age- and sex-specific prevalence rates for patients living in the study area on December 31, 2006. Annual incidence rates were calculated for the period 1984–2006. Results: The crude prevalence rate of definite MS cases increased significantly in 23 years from 10.1/100,000 recorded in northeastern Greece in 1984 to 119.61/100,000 on December 31, 2006 in western Greece for the 780 cases still alive. The mean annual incidence rate increased from 2.71/100,000 recorded during the period 1984–1989 to 10.73/100,000 in the 5-year period of 2002–2006. Conclusion: The prevalence rates were higher than expected, but closer than in previous surveys conducted in Greece to those reported recently in Sicily and Istanbul. These findings place the area in the high-risk zone.

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We propose a self–adaptive probabilistic neural network model, which incorporates optimization algorithms to determine its spread parameters. The performance of the proposed model is investigated on two protein localization problems, as well as on two medical diagnostic tasks. Experimental results are compared with that of feedforward neural networks and support vector machines. Different sampling techniques are used and statistical tests are conducted to calculate the statistical significance of the results.

Overall, results suggest that treatment with naltrexone in abstinent heroin abusers may result in less impairment of cognitive functions compared to treatment with buprenorphine. These findings are relevant for improved prognosis and treatment strategies in opioid dependence.