Position Estimation in Mixed Indoor-Outdoor Environment Using Signals of Opportunity and Deep Learning Approach

To improve the user's localization estimation in indoor and outdoor environment a novel radiolocalization system using deep learning dedicated to work both in indoor and outdoor environment is proposed. It is based on the radio signatures using radio signals of opportunity from LTE an WiFi networks. The measurements of channel state estimators from LTE network and from WiFi network are taken by using the developed application. The user's position is calculated with a trained neural network system's models. Additionally the influence of various number of measurements from LTE and WiFi networks in the input vector on the positioning accuracy was examined. From the results it can be seen that using hybrid deep learning algorithm with a radio signatures method can result in localization error 24.3 m and 1.9 m lower comparing respectively to the GPS system and standalone deep learning algorithm with a radio signatures method in indoor environment. What is more, the combination of LTE and WiFi signals measurement in an input vector results in better indoor and outdoor as well as floor classification accuracy and less positioning error comparing to the input vector consisting measurements from only LTE network or from only WiFi network

Evaluation of clinical prognostic factors in Polish interferon beta-1b treated multiple sclerosis patients

Introduction. Prompt successful control of disease activity in multiple sclerosis (MS) patients improves outcomes. Therefore, tools to aid drug selection and detect non-responders are urgently needed. Although several biochemical markers for predicting response to treatment have been proposed, clinical markers involving relapses, imaging activity and disability progression in the initial years of therapy remain competitive and appear cost-effective in a real-life setting. The aim of this study was to evaluate the prognostic value of select clinical scores in interferon beta-1b (IFNβ-1b) treated MS patients.Materials and methods. Eighty-eight relapsing-remitting MS (RRMS) patients initiating treatment with IFNβ-1b in a Polish outpatient clinic were followed for a median of 5.5 years. Rio, modified Rio and BREMSO scores, as well as two-year no evidence of disease activity (NEDA), were assessed as predictors of disease activity during the observation.Results. A Rio score of 1 had a Positive Predictive Value (PPV) of 83.3% and a Negative Predictive Value (NPV) of 71.4% for the occurrence of relapses in the first five years. A Rio and modified Rio score of 1 was associated with MRI activity after year 3. A loss of NEDA within the first two years was associated with a failure to maintain NEDA in the next three years. The BREMSO score was higher in patients with early relapse activity. Only baseline EDSS and total number of pre-treatment relapses were significantly associated with disability progression.Conclusions. Rio, modified Rio, early NEDA on treatment and BREMSO score are relatively specific, but insensitive, predictors of relapse activity in the first years of IFNβ-1b treatment. Higher pre-treatment EDSS and relapse activity is associated with disability progression, but not overall NEDA, in subsequent observation. While none of the markers is sufficiently sensitive or specific to make a certain prognosis, they may aid treatment decisions in patients with continued early disease activity

Recommendations for neurological, obstetrical and gynaecological care in women with multiple sclerosis: a statement by a working group convened by the Section of Multiple Sclerosis and Neuroimmunology of the Polish Neurological Society

Introduction. Multiple sclerosis (MS) is the most common non-traumatic neurological cause of disability in young adults, affecting women 1-3 times more often than men. Several specific challenges arise from the fact that young women diagnosed with MS often have to make decisions related to treatment and family planning at the same time. These issues are connected with fertility, the impact of pregnancy on disease course, the choice of pregnancy timing, and the optimal mode of disease-modifying therapy in the context of a planned pregnancy, contraception, urological complaints, and sexual dysfunction.State of the art. While MS does not in itself adversely affect fertility, pregnancy or childbirth, pregnancy needs to be carefully planned. This requires the interdisciplinary co-operation of a neurologist, gynaecologist and psychologist. Data on the impact of disease-modifying drugs on foetal development are very limited, and none of these drugs is 100% safe during pregnancy. In the second and third trimesters, MS relapse rate decreases. Unfortunately, it increases within the first 3-6 months after delivery. Adequate disease control should be achieved before pregnancy, as relapse rate in the period of two years preceding pregnancy is one of the strongest predictive factors for post-partum relapses.Clinical implications. The following is a statement by a working group of experts in neurology, gynaecology, obstetrics and urology, convened by the Section of Multiple Sclerosis and Neuroimmunology of the Polish Neurological Society, addressing the issues that are specific to the female MS population. The aim of this statement is to provide guidance in pregnancy planning and disease management, both during pregnancy and post-partum.Future directions. This statement reflects expert opinion and is not intended to be read as guidelines. It rather provides up-to-date information on how to optimise care of female MS patients of childbearing age

Anti-interferon-beta antibodies in Polish multiple sclerosis patients: prevalence and clinical significance in a long-term prospective study

Aim of the study. To determine the prevalence of anti-interferon-β binding (BAb) and neutralising antibodies (NAb), and to investigate whether NAb measured by luciferase-based cell assay can predict treatment response in multiple sclerosis (MS) patients treated with interferon-β-1b (IFNβ-1b). Clinical rationale for the study. A subgroup of IFNβ-treated MS patients develop NAb directed against the drug. The clinical significance remains controversial, which could be explained to some extent by technical difficulties in NAb detection and quantification. A simple, specific and reproducible test for NAb might help elucidate these uncertainties. Materials and methods. Sera from 101 consecutive MS patients initiating treatment with IFNβ-1b were collected at baseline and during the first two years, and assessed for BAbNAb with a novel luciferase-based cell assay. Median clinical follow-up lasted 5.1 years. Results. BAb were present in 97% and NAb in 88% of the study cohort. Unexpectedly, 92% of patients tested positive for Bab and 12.5% for NAb at baseline, before drug exposure. Patients with baseline NAb positivity were more likely to remain free of disease activity in the first three years of treatment. When baseline-positive cases were grouped together with those who remained NAb-negative, and the resulting group was compared to those who became positive after drug exposure, NAb positivity was associated with a higher risk of disease activity during the entire follow-up. Direct comparison of BAb/Nab-positive and BAb/Nab-negative patients only revealed an association of BAb positivity with more active disease after four years of treatment, while NAb failed to predict the outcome. Conclusions and clinical implications. Antibodies developed after treatment initiation are associated with a worse outcome. Naturally- occurring antibodies appear to predict more benign disease. Their prevalence and specificity require further investigation

The Effect of Chia Seeds ( Salvia hispanica

The aim of the study was to analyze and characterize the influence of chia seeds (CS) addition (0, 2, 4, 6, and 8%) on wheat bread properties. Bread properties that underwent evaluation included chemical composition, fatty acid composition, total phenolics content, volume, baking losses, crumb texture, and color and sensory analysis. The addition of CS decreased baking losses and the volume of bread. The color of the crumb with CS was much darker as compared with the control sample. The texture analysis showed that the CS caused a decrease in the hardness of the crumb. Most importantly, the addition of CS increased the nutritional value of the bread. Bread with CS contained more dietary fiber and mineral components. Moreover, it has been observed that in comparison to the control product bread with CS was characterized by a rich fatty acids composition and higher level of phenolic compounds. Most importantly, the results showed that the substitution of wheat flour with chia seeds up to 6% did not negatively affect the final product acceptance

Different blood-brain-barrier disruption profiles in multiple sclerosis, neuromyelitis optica spectrum disorders, and neuropsychiatric systemic lupus erythematosus

Aim of the study. To assess differences in BBB damage profiles by measuring serum levels of soluble vascular cell adhesion molecule-1 (sVCAM-1), soluble platelet endothelial cell adhesion molecule-1 (sPECAM-1), soluble intercellular adhesion molecule-1 (sICAM-1), and S100 calcium-binding protein B (S100B) in relapsing-remitting multiple sclerosis (RRMS), neuromyelitis optica spectrum disorders (NMOsd), and neuropsychiatric systemic lupus erythematosus (NPSLE) patients.Clinical rationale for the study. Blood-brain-barrier (BBB) disruption is one of the key pathological processes involved in various demyelinating diseases of the central nervous system (CNS) and is associated with shedding of cell adhesion molecules and S100B into the serum compartment. Therefore, making an assessment of serum levels of the above-mentioned molecules could provide information about disease pathogenesis, severity of BBB disruption, and disease activity.Material and methods. We recruited 42 RRMS, 19 NMOsd and 35 NPSLE patients. Subjects were treated with beta-interferons or glatiramer acetate (RRMS), oral steroids and/or azathioprine (NMOsd, NPSLE), other immunosuppressants (NPSLE), or antimalarials (NPSLE). The clinical condition of the patients was assessed using the Kurtzke Expanded Disability Status Scale for MS and NMOsd, and the Systemic Lupus Erythematosus Disease Activity Index for NPSLE. Serum levels of sVCAM-1, sPECAM-1, sICAM-1 and S100B were determined using enzyme-linked immunosorbent assay (ELISA).Results. We found the lowest levels of sPECAM-1, sICAM-1 and S100B in sera from NMOsd patients. The highest levels of sPECAM-1 and sICAM-1 were observed in NPSLE, and in NPSLE and MS, respectively. There were no statistically significant differences in sVCAM-1 levels between the examined groups. In MS and NMOsd, there was a negative correlation between the EDSS score and the following molecules: sPECAM-1, sICAM-1 and S100B.Conclusions and clinical implications. We conclude that there is a different profile of blood-brain-barrier disruption reflected by cell adhesion molecules shedding in the spectrum of autoimmune CNS disorders with disseminated white matter lesions. These molecules could become new biomarkers to be used in CNS demyelinating diseases differential diagnoses and monitoring disease activity, but further studies on larger groups of patients are necessary

Administracja, zarządzanie i handel zagraniczny w warunkach integracji. Materiały konferencyjne - zarządzanie

Ze wstępu: "Partnerstwo jest rodzajem związku między władzami lokalnymi a innymi organizacjami; strony zachowują wolność działania, ale zgadzają się współpracować dla osiągnięcia wspólnych celów. Istnieje szeroka gama efektywnego wykorzystania partnerstwa przy rozwiązywaniu zagadnień zrównoważonego rozwoju, takich jak odnowa wewnętrzna obszarów miast, przekształcanie i rewitalizacja śródmieść, ochrona terenów turystycznych, dynamizacja mieszkalnictwa itp."(...

Innovative program in teaching science

W książce przedstawiono cele edukacji przyrodniczej na poziomie ponagimnazjalnym, treści edukacyjne ujęte w 24 wątkach tematycznych, procedury osiągania celów (w tym strategie, metody, techniki, formy organizacji pracy), sposoby sprawdzania efektów kształcenia