Intelligent Social Network

Recently emerged social networks are gaining momentum and are becoming an integral part of modern life. The introduction of artificial intelligence methods, such as ChatGPT, show the importance of this field of science in computer technology, science and social life. With more than 20 years of experience in the application of AI methods, we consider it appropriate to share ideas for their application in the interests of everyday human activities. Our main proposal concerns the creation of decision support systems based on social networks, localized in the interests of a particular person. The main technologies that we apply are the following: Scenario Approach, which includes the Ontology System, Inference Machine, a Visual Integrated Development Environment, and a number of mathematical approaches that implement machine learning and DSS. First of all, these are: Singular Value Decomposition and Method of United Randomize Indices. Unlike neural networks, these methods have a clear mathematical interpretation and controlled accuracy. Also for their application there is no need for very large statistics

Neki aspekti realizacije univerzitetske nastave na daljinu za vreme pandemije

The research presented in the paper examines students’ attitudes towards the changed way of organizing and implementing teaching university subjects Methodology of teaching Serbian language and literature and Methodology of teaching nature and society at the Faculty of Education in Jagodina during the COVID-19 pandemic. The responses of 35 third year undergraduate students of the Class teacher study program were analyzed. The analysis has shown that the respondents did not have major difficulties in attending classes via video-conferencing and in working with learning materials posted on online platforms. They are satisfied with their participation in the distance learning, as well as with teachers’ efforts to maintain the quality of the teaching process in a different context. Although the majority of the respondents were not able to assess whether distance learning is less successfull than the traditional one, more than half of them agree with the proposal that in the post-pandemic period a part of the classes be organized online.Publishe

Experimental peri-implant mucositis at different implant surfaces

OBJECTIVES To histologically and immunologically assess experimental peri-implant mucositis at surface enhanced modified (mod) hydrophilic titanium implants. MATERIALS AND METHODS In a split-mouth design (n = 6 foxhounds), four different implants were inserted on each side of the maxilla: three titanium-zirconium alloy implants (TiZr) with either modSLA (sand-blasted, acid etched and chemically mod), modMA (machined, acid etched and chemically mod), or M (machined) surfaces in the transmucosal portion, and one titanium implant with a machined transmucosal portion (TiM). Experimental mucositis was induced at one randomly assigned side (NPC), whereas the contra-lateral maxillary side received mechanical plaque removal three times per week (PC). At 16 weeks, tissue biopsies were processed for histological (primary outcome: apical extension of the inflammatory cell infiltrate measured from the mucosal margin - PM-aICT) and immunohistochemical (CD68 antigen reactivity) analyses. Peri-implant sulcus fluid was analysed for interleukin (IL)-1β, IL-8, matrix metalloproteinase (MMP)-8 and myeloperoxidase (MPO). RESULTS Mean PM-aICT values varied between 1.86 (TiZrmodSLA) and 3.40 mm (TiM) in the UPC group, and between 0.88 (TiZrmodSLA) and 2.08 mm (TiZrM) in the PC group. Mean CD68, IL-1β, IL-8, MMP-8 and MPO values were equally distributed between mod- and control implants in both NPC and PC groups. CONCLUSIONS The progression of experimental mucositis was comparable at all implant surfaces investigated

Pb1-xMnxTe and PbTe1-xSx compounds and their optical properties

Pb1-xMnxTe crystals were obtained by the Bridgman method and PbTe1-xSx crystals were grown by the vapour–liquid–solid technique. The tructural properties of Pb1-xMnxTe (x £ 0.10) and PbTe1-xSx (x £ 0.05) were observed by X-ray powder diffraction analysis. The optical properties were studied by Raman spectroscopy as a function of temperature. Measurements on these samples of different composition gave information about the Mn and S position in the lattice (off-centering), their clustering and ordering, as well as of the influence of these processes on the crystal structure and properties. The model of phonon behaviour based on the Random Element Isodisplacement model was applied, and it was found that the phonons in PbTe1-xSx show a two-mode behaviour (each TO-LO mode pair of the end members degenerates to an impurity mode), while the Pb1-xMnxTe optical phonons have a ntermediate one-two-mode behaviour (the LO-mode frequency shifts continuously from PbTe to MnTe, while the other modes resemble the two-mode case)

Depression in the Perinatal Period: Course and Outcome of Depression in the Period from the Last Trimester of Pregnancy to One Year after Delivery in Primiparous Mothers

Background and Objectives: One of the most significant psychiatric problems in women is depression related to the perinatal period. Our study aims to determine the frequency and course of depressive symptomatology in the perinatal period with particular reference to objective rate and outcome of postpartum depression. Materials and Methods: One hundred and eighty-eight pregnant/postnatal women were included in a prospective, longitudinal, observational study during which the depressive symptomatology was estimated at the third trimester of pregnancy, and the first, sixth, and twelfth month‚ postpartum. All participants completed a semi-structured sociodemographic questionnaire constructed for research purposes, the Edinburgh Postnatal Depression Scale, Toronto Alexithymia Scale, Beck Anxiety Inventory, and The Mood Disorder Questionnaire at each time point. Postpartum depression diagnosis was confirmed by a trained and certified psychiatrist with long-standing experience. For a better understanding of the trajectory of depressive symptomatology and genuine postpartum depression, we classified depression into those with new-onset and those left over from the previous observation period. Results: In general, 48.9% of participants in the study were depressed at some point during the investigation. A total of 10.6% of women were depressed in the third trimester. The highest percentage of new-onset depression (25%) was in the first month after giving birth and was maintained for up to six months, after which the appearance was sporadic. Most of the postpartum depression resolved in the period from the first month to the sixth month after childbirth (20.7%). The episodes mainly had characteristics of unipolar depression. Conclusions: Our results imply that a new onset of depression is most intensive during the first six months, and after that, it is sporadic. Further studies are needed to explore whether all depressive symptomatology in the postnatal period is the same, or perhaps postpartum depression, classified in this way, has specific characteristics, etiology, and consequently different treatment and preventive options

Risk Factors and Predictive Value of Depression and Anxiety in Cervical Cancer Patients

Background and Objectives: Women with cervical cancer may experience depression or anxiety, influencing their quality of life and even their adherence to cancer treatments. This study aimed to explore and measure the levels of anxiety and depression in patients suffering from cervical cancer and to identify the possible predictors among known risk factors such as age, cancer stage, smoking status, number of partners, use of contraceptives, and annual gynecological visits. Materials and Methods: In total, 59 patients with cervical cancer were included. A consecutive sampling method was used to select participants in this research. Depression and anxiety were assessed using the Zung Anxiety Scale (SAS) and Zung Depression Scale (SDS). The subjects were divided into three groups, according to the stage of cancer. Results: Scores of depression and anxiety were increased in all recruited cervical cancer patients. A significant correlation was found between disease stage and the scores of depression (p = 0.002) and anxiety (p = 0.016). More severe depressive symptoms correlated to a more advanced stage of the disease. A multiple linear regression showed that disease stage and annual visits to the gynecologist are the risk factors associated with higher depression scores. Conclusions: Patients diagnosed with cervical cancer are a vulnerable group for the development of the psychiatric disorders and they require screening programs, which could potentially detect candidates for co-psychiatric and/or psychotherapeutic treatment. They demand particular attention because anxiety and depression are associated with the significant burden of the underlying disease and unfavorable survival rates

Risk Factors and Predictive Value of Depression and Anxiety in Cervical Cancer Patients

Background and Objectives: Women with cervical cancer may experience depression or anxiety, influencing their quality of life and even their adherence to cancer treatments. This study aimed to explore and measure the levels of anxiety and depression in patients suffering from cervical cancer and to identify the possible predictors among known risk factors such as age, cancer stage, smoking status, number of partners, use of contraceptives, and annual gynecological visits. Materials and Methods: In total, 59 patients with cervical cancer were included. A consecutive sampling method was used to select participants in this research. Depression and anxiety were assessed using the Zung Anxiety Scale (SAS) and Zung Depression Scale (SDS). The subjects were divided into three groups, according to the stage of cancer. Results: Scores of depression and anxiety were increased in all recruited cervical cancer patients. A significant correlation was found between disease stage and the scores of depression (p = 0.002) and anxiety (p = 0.016). More severe depressive symptoms correlated to a more advanced stage of the disease. A multiple linear regression showed that disease stage and annual visits to the gynecologist are the risk factors associated with higher depression scores. Conclusions: Patients diagnosed with cervical cancer are a vulnerable group for the development of the psychiatric disorders and they require screening programs, which could potentially detect candidates for co-psychiatric and/or psychotherapeutic treatment. They demand particular attention because anxiety and depression are associated with the significant burden of the underlying disease and unfavorable survival rates

CARDIAC RESYNCHRONIZATION THERAPY WITH OR WITHOUT AN IMPLANTABLE CARDIOVERTER DEFIBRILLATOR IN DIFFERENT GROUPS OF HEART FAILURE PATIENTS

Aim. Patients with heart failure have poor prognosis and mortality rate is between 15–60% per year. Implantable cardioverter-defibrillators and cardiac resynchronization therapy have been shown to improve survival, decrease hospital readmissions and mortality, and improve functional status and quality of life in patients with heart failure and left ventricular systolic dysfunction. Aim of the study was to examine the effects of different CRT devices in carefully selected heart failure patients during 1 year.Material and methods. We included 98 heart failure patients. First group (n=60) received CRT-P, while in second group (n=38) were patients with CRT-D pacemaker (with an additional cardioverter-defibrillator option).Results. Data gathered in our the study showed that both CRT-P and CRT-D in adequately selected heart failure patients improve different clinical parameters: symptoms, echocardiographic parameters, decrease QRS duration, increase 6 min walk test distance, decrease mortality rate.Conclusion. Patients with both CRT-P and CRT-D showed improvement in heart failure symptoms and CRT had significant influence on disease prognosis during 1 year of follow up. Nevertheless we do not have the perfect criteria for selection of patients and their follow up after the device implantation. In patients with the rhythm disturbances CRT-D option is the right choice only if the patient has the indications for resynchronization therapy as well. This choice however depends on clinical judgment of the operator more than on strict protocols and guidelines which are necessary but we need more clinical trials to support current hypothesis