Leveraging big data for fuel oil consumption modelling

Fuel oil consumption constitutes over 25% of a vessel’s overall running costs. Therefore, accurately forecasting, and optimising fuel costs majorly impacts a vessel’s operation sustainability and profitability. This paper presents data-driven, multivariate main engine fuel consumption models leveraging the vast amount of data currently being recorded onboard vessels. Different data-driven modelling methodologies, such as shallow neural networks, deep neural networks, support vector machines, and random forest regressors are presented and implemented, comparing results. The suggested multivariate modelling allows the uncovering of latent interconnections that increase the robustness of the model in varied operating conditions

Biological effects of cobalt-chromium nanoparticles and ions on dural fibroblasts and dural epithelial cells.

The introduction of metal-on-metal total disc replacements motivated studies to evaluate the effects of cobalt-chromium (CoCr) nanoparticles on cells of the dura mater. Porcine fibroblasts and epithelial cells isolated from the dura mater were cultured with clinically-relevant CoCr nanoparticles and the ions, generated by the particles over 24 h, at doses up to 121 μm(3)per cell. Cell viability and production of proinflammatory cytokines was assessed over 4 days. The capacity of the particles to induce oxidative stress in the cells was evaluated at 24 h. The CoCr particles and their ions significantly reduced the viability of the dural epithelial cells in a dose-dependent manner but not the fibroblasts. Both cell types secreted IL-8 in response to particle exposure at doses of 60.5 μm(3) (epithelial cells) and 121 μm(3) (fibroblasts, epithelial cells) per cell. No significant release of IL-6 was observed in both cell types at any dose. Reactive oxygen species were induced in both cell types at 50 μm(3) per cell after 24 h exposure. The data suggested novel differences in the resistance of the dural epithelial cells and fibroblasts to CoCr nanoparticle/ion toxicity and demonstrated the inflammatory potential of the particles. The data contributes to a greater understanding of the potential biological consequences of the use of metal-on-metal total disc prostheses

The genotoxicity of cobalt-chrome particles

EThOS - Electronic Theses Online ServiceGBUnited Kingdo

Psychometric Properties, Factor Structure, and Evidence for Measurement Invariance in the Greek Version of the Disgust Scale-Revised (DS-R)

The Disgust Scale has been designed to measure disgust propensity—the individual ease in experiencing disgust. The present study aimed to explore the validity, reliability, the factor structure, and the measurement invariance of the Greek version of the Disgust Scale-Revised (DS-R). A sample of 754 healthy participants completed the Greek version of the DS-R. A subset (n = 363) also completed the revised Symptom checked list and the Eysenck Personality Questionnaire, in order to examine the concurrent validity. Exploratory and Confirmatory factor analyses in different subsets were used to examine the factor structure. Multiple indicators–multiple causes model (MIMIC) models were used to assess the measurement invariance across gender and age. Demographic influences were assessed using t-tests, ANOVA, and Pearson’s correlations. Exploratory factor analysis concluded to two and three factor models, with a factor structure similar to the ones proposed in the literature. Confirmatory factor analysis and bi-factor analysis provided evidence in favor of the three-factor solution. Measurement invariance test revealed differences in six items across gender, and three items across age. The psychometric properties of the factors were satisfactory. Demographic influences on the responses were present, especially with respect to gender. The Greek version of the DS-R demonstrated satisfactory psychometric properties, making it suitable for use for the Greek population

Psychometric Properties, Factor Structure, and Evidence for Measurement Invariance in the Greek Version of the Disgust Scale-Revised (DS-R)

The Disgust Scale has been designed to measure disgust propensity-the individual ease in experiencing disgust. The present study aimed to explore the validity, reliability, the factor structure, and the measurement invariance of the Greek version of the Disgust Scale-Revised (DS-R). A sample of 754 healthy participants completed the Greek version of the DS-R. A subset (n = 363) also completed the revised Symptom checked list and the Eysenck Personality Questionnaire, in order to examine the concurrent validity. Exploratory and Confirmatory factor analyses in different subsets were used to examine the factor structure. Multiple indicators-multiple causes model (MIMIC) models were used to assess the measurement invariance across gender and age. Demographic influences were assessed using t-tests, ANOVA, and Pearson's correlations. Exploratory factor analysis concluded to two and three factor models, with a factor structure similar to the ones proposed in the literature. Confirmatory factor analysis and bi-factor analysis provided evidence in favor of the three-factor solution. Measurement invariance test revealed differences in six items across gender, and three items across age. The psychometric properties of the factors were satisfactory. Demographic influences on the responses were present, especially with respect to gender. The Greek version of the DS-R demonstrated satisfactory psychometric properties, making it suitable for use for the Greek population

The Impact of Social Distancing Measures Due to COVID-19 Pandemic on Sexual Function and Relationship Quality of Couples in Greece

ABSTRACT: Introduction: Recent studies have reported that the quarantine imposed in several countries around the world due to Covid-19 affected the sexual function and relationship quality. On the March 23, 2020 the Greek government imposed a national quarantine to contain the spread of the pandemic. The impact of such conditions on sexual function and relationship quality of couples is unknown. Aim: To investigate sexual function and relationship quality of couples during the quarantine. Methods: An online anonymous survey was conducted one month post-impose of the quarantine, between the April 21 and the May 3, 2020. Adult respondents in a relationship completed a questionnaire including sociodemographic characteristics, structured inquiries regarding sexual activity and quality of relationship, anxiety level, and mood during the quarantine, as well as the IIEF and FSFI indices. Outcomes: Sexual function was assessed using the Greek versions of the FSFI and IIEF for females and males respectively. Sexual activity using 5 statements regarding frequency of sexual thoughts, masturbation, and intercourse, quality of intercourse and general estimation of the level of sexual function. Participants graded their level of agreement. Relationship quality was assessed using 5 questions regarding communication, company, understanding, tension and general estimation of companionship. Participants graded their level of agreement. Two additional statements were used in order to evaluate mood and the level of anxiety. Results: A sum of 299 adult heterosexual participants in a relationship participated. Little or no negative impact on sexual function was reported. Increased anxiety and deficient mood were reported only for those with no access to their partner. Being in a steady relationship and living with their partner, but only for couples without children, resulted in satisfaction by sexual activity and enhanced emotional security. Conclusion: Sexual function and relationship quality appeared as not affected by the quarantine and by the measures of social distancing. Sotiropoulou P, Ferenidou F, Owens D, et al. The Impact of Social Distancing Measures Due to COVID-19 Pandemic on Sexual Function and Relationship Quality of Couples in Greece. Sex Med 2021;9:100364

Effect of clarithromycin in patients with suspected Gram-negative sepsis: results of a randomized controlled trial

A previous randomized study showed that clarithromycin decreases the risk of death due to ventilator-associated pneumonia and shortens the time until infection resolution. The efficacy of clarithromycin was tested in a larger population with sepsis. Six hundred patients with systemic inflammatory response syndrome due to acute pyelonephritis, acute intra-abdominal infections or primary Gram-negative bacteraemia were enrolled in a double-blind, randomized, multicentre trial. Clarithromycin (1 g) was administered intravenously once daily for 4 days consecutively in 302 patients; another 298 patients were treated with placebo. Mortality was the primary outcome; resolution of infection and hospitalization costs were the secondary outcomes. The groups were well matched for demographics, disease severity, microbiology and appropriateness of the administered antimicrobials. Overall 28 day mortality was 17.1 (51 deaths) in the placebo arm and 18.5 (56 deaths) in the clarithromycin arm (P0.671). Nineteen out of 26 placebo-treated patients with septic shock and multiple organ dysfunctions died (73.1) compared with 15 out of 28 clarithromycin-treated patients (53.6, P0.020). The median time until resolution of infection was 5 days in both arms. In the subgroup with severe sepsis/shock, this was 10 days in the placebo arm and 6 days in the clarithromycin arm (P0.037). The cost of hospitalization was lower after treatment with clarithromycin (P0.044). Serious adverse events were observed in 1.3 and 0.7 of placebo- and clarithromycin-treated patients, respectively (P0.502). Intravenous clarithromycin did not affect overall mortality; however, administration shortened the time to resolution of infection and decreased the hospitalization costs