1,721,012 research outputs found

    Discovery of Logic-Probabilistic Rules from COVID-19 Vaccine Antibody Response in Older People: Results from the GeroCovid VAX Study

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    This paper presents a novel approach to handle uncertain, noisy and incomplete biomedical data through Probabilistic Logic Programming. Unlike previous systems, based on Inductive Logic Programming (ILP) for rule discovery or on user-defined probabilities, our approach enables the automatic discovery of probabilistic integrity constraints directly from biomedical data. These constraints are annotated with a probability and can assign a probability of belonging to the positive class to logical interpretations, which are used to formalize patients’ medical records. We apply the PASCAL (“ProbAbiliStic inductive ConstrAint Logic”) algorithm for learning such constraints, and we show that it outperforms traditional ILP and data mining approaches, such as TILDE, Aleph and Association Rules, on the data relative to long-term care facility residents participating in the GeroCovid Vax study

    Chest ultrasound in italian geriatric wards: Use, applications and clinicians’ attitudes

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    Background and aims. Bedside chest ultrasound has emerged as a versatile and accurate diagnostic tool for the management of respiratory conditions in several clinical settings, integrating traditional imaging. The current utilization of this technique in geriatric hospital wards is still unknown. Our aim was to assess availability, uses and applications of chest ultrasonography in a convenience sample of 25 Italian geriatric wards. Methods. A questionnaire, based on the current literature state-of-the-art, was e-mailed to head doctors of geriatric wards of Italian hospitals. The questionnaire explored ultrasound equipment availability, practice of chest ultrasound, expertise of ward physicians, clinical indications, and perceived impact on patient care. Results. Ultrasound equipment was available in 92% of wards, and chest ultrasound was performed in 82% of cases. Among the wards where chest ultrasound was performed, it was considered as routine assessment in only 52% of cases, mainly for diagnosis of pleural effusions (95%) and acute heart failure (89%), assessment of volemic state (79%), and assistance to invasive procedures (79%). It was used in emergency/ urgency assessment of acute dyspnea in only 53% of cases. In most wards, only three or less physicians were able to perform chest ultrasound. In 53% of cases, head doctors declared that they perceived benefits of chest ultrasound in patient care in only selected cases. Conclusions. Chest ultrasound utilization in Italian geriatric wards is inhomogeneous, and the number of trained physicians is still limited. Geriatricians’ attitude towards chest ultrasound is generally cautious. Research and training programs are needed to spread the correct use of this technique in geriatric practice

    Role of renal failure in the pathogenesis of adverse drug reactions in the elderly

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    The high prevalence of multiple chronic disorders and polypharmacotherapy expose elderly patient to an increased risk of adverse drug reactions. Aging is associated with relevant morphological and functional changes in the kidney, with consequent changes in the pharmacokinetics of hydrosoluble drugs. Changes in renal function are not always clinically evident, and a concealed renal failure can lead to an increased risk of adverse drug reactions to hydrosoluble drugs. Targeting these at-risk patients could contribute to reduce the risk of adverse drug reactions with relevant cost saving

    Relationship between bone cross-sectional area and indices of peripheral artery disease

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    Most studies on the relationship between bone mineral density and atherosclerosis have used dual-energy X-ray absorptiometry, but this method is relatively insensitive to bone geometry. The aim of this study was to investigate the relationship between bone area and indices of carotid and peripheral atherosclerosis. We studied 841 persons aged 65 years or older (women = 444, mean age 73.8 years; men = 397, mean age = 75.3 years) enrolled in the InCHIANTI study and free from active malignancies, chronic use of bisphosphonates or steroids, and estrogen replacement therapy. The tibial cortical and total cross-sectional area (CSA) were measured by peripheral quantitative computed tomography and their ratio was calculated (cortical/total cross-sectional area ratio, cCSA/tCSA); carotid plaques were screened by echography, and peripheral artery disease (PAD) was defined as an ankle/brachial index <0.9 or presence of intermittent claudication. No association between cCSA/tCSA and atherosclerosis was observed in men. In women, lower cCSA/tCSA was associated with both carotid plaques [odds ratio (OR) for lowest vs. best quartile = 2.09, 95 % confidence interval (CI) 1.2-3.68] and PAD (OR = 3.43, 95 % CI 1.58-8.12). After correction for potential confounders (age since menopause, body mass index, Parathyroid hormone, vitamin D, leptin, DHEA-S, testosterone, physical activity, chronic obstructive pulmonary disease, and reduced renal function), the association was not confirmed. According to partial logistic regression, the carotid plaque-cCSA/tCSA association, but not the PAD-cCSA/tCSA association, was mostly dependent on years since menopause. In women the association between osteoporosis and carotid plaques likely reflects hormonal deprivation, whereas that between osteoporosis and PAD seems multifactorial in origin. © 2013 Springer Science+Business Media New York

    Personalized treatment of depression phenotypes: Role of trazodone in depression with insomnia

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    Aim. This paper completes a series of three manuscripts on the clinically relevant evidence of the use of trazodone in major depressive disorder. The first paper provided general clinical guidance on the use of trazodone in major depressive disorder. The second paper evaluated the different clinical scenarios in which trazodone prolonged-release or trazodone Contramid® once-a-day may be more indicated. This third and last paper evaluates the clinically relevant evidence about the use of trazodone in major depressive disorder (MDD) with insomnia. Methods. Medline and Cochrane Library searches were performed using the keywords 'trazodone' AND 'depression' AND 'insomnia', to identify the most relevant literature on the use of trazodone in patients with MDD and insomnia. European and the United States prescribing information was reviewed as well. More weight was given to the information that was deemed as most relevant for daily clinical practice. Results. Trazodone is an effective medication for patients with MDD and insomnia. Discussion. Trazodone is efficacious for the treatment of a broad array of depressive symptoms and is particularly useful for patients presenting with insomnia as one of the symptoms of depression. Conclusions. Trazodone improves sleep and depression and is particularly helpful for patients whose symptoms of depression include insomnia

    Going Beyond Counting First Authors in Author Co-citation Analysis

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    The present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed

    Variations on the Author

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    “Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship

    Appropriate Similarity Measures for Author Cocitation Analysis

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    We provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
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