A new calibration metric that considers statistical correlation: Marginal Probability and Correlation Residuals

2020 ◽  
Vol 195 ◽  
pp. 106677 ◽  
Author(s):  
Wongon Kim ◽  
Heonjun Yoon ◽  
Guesuk Lee ◽  
Taejin Kim ◽  
Byeng D. Youn
Keyword(s):  
Statistical Correlation ◽  
Marginal Probability

Effect of age on outcome in patients with cerebral stroke

2020 ◽  
pp. 41-45
Author(s):  
G. R. Kuchava ◽  
E. V. Eliseev ◽  
B. V. Silaev ◽  
D. A. Doroshenko ◽  
Yu. N. Fedulaev
Keyword(s):  
Ischemic Stroke ◽  
Neurological Deficit ◽  
Neurological Status ◽  
Statistical Correlation ◽  
Multiple Organ ◽  
The Body ◽  
Social Adaptation ◽  
Cerebral Stroke ◽  
Septic Complications ◽  
Risk Of Death

The aim of the study was to assess the course and outcome of cerebral infarction, depending on the age factor and duration of stay in the neuroblock. Materials and methods: a dynamic observation of 494 patients, men and women, aged 38–84 years with acute ischemic stroke of hemispheric localization, which were divided into the three groups depending on age, was performed. Group 1 – younger than 60 years old, group 2–60–70 years old, group 3 – older than 60 years. All patients underwent standard therapy, according to the recommendations for the treatment of ischemic stroke. The patients underwent comprehensive clinical and instrumental monitoring, which included assessment of somatic and neurological status according to the NIH‑NINDS scales at 1st, 3rd, 10th days and at discharge or death; assessment of the level of social adaptation according to the Bartel scale on 1st, 3rd, 10th days and at discharge, clinical and biochemical blood tests, computed tomography of the brain. Assessment of the quality of therapy was carried out according to specially developed maps using methods of statistical correlation analysis. Results: the most pronounced positive dynamics of neurological status was in the 1st group of patients. The regression of neurological deficit in the 2nd group was worse. The minimal dynamics of neurological deficit was in the 3rd group of patients with cerebral stroke. Most often, the death of patients with cerebral stroke occurred from the development of multiple organ disorders. Conclusions: patients over 70 years of age have the greatest risk of death, due to: a decrease in the reactivity of the body, the presence of initially severe concomitant somatic pathology in patients with admission to hospital; accession of secondary somatic and purulent‑septic complications.

On the Measurement of Cooperativity and the Physico-Chemical Meaning of the Hill Coefficient

2019 ◽  
Vol 20 (9) ◽  
pp. 861-872 ◽  
Author(s):  
Andrea Bellelli ◽  
Emanuele Caglioti
Keyword(s):  
Ligand Binding ◽  
Hormone Receptors ◽  
Fundamental Property ◽  
Statistical Correlation ◽  
Hill Coefficient ◽  
Biological Macromolecules ◽  
Physico Chemical ◽  
Physiological Relevance ◽  
Minimum Estimate ◽  
The Hill

Cooperative ligand binding is a fundamental property of many biological macromolecules, notably transport proteins, hormone receptors, and enzymes. Positive homotropic cooperativity, the form of cooperativity that has greatest physiological relevance, causes the ligand affinity to increase as ligation proceeds, thus increasing the steepness of the ligand-binding isotherm. The measurement of the extent of cooperativity has proven difficult, and the most commonly employed marker of cooperativity, the Hill coefficient, originates from a structural hypothesis that has long been disproved. However, a wealth of relevant biochemical data has been interpreted using the Hill coefficient and is being used in studies on evolution and comparative physiology. Even a cursory analysis of the pertinent literature shows that several authors tried to derive more sound biochemical information from the Hill coefficient, often unaware of each other. As a result, a perplexing array of equations interpreting the Hill coefficient is available in the literature, each responding to specific simplifications or assumptions. In this work, we summarize and try to order these attempts, and demonstrate that the Hill coefficient (i) provides a minimum estimate of the free energy of interaction, the other parameter used to measure cooperativity, and (ii) bears a robust statistical correlation to the population of incompletely saturated ligation intermediates. Our aim is to critically evaluate the different analyses that have been advanced to provide a physical meaning to the Hill coefficient, and possibly to select the most reliable ones to be used in comparative studies that may make use of the extensive but elusive information available in the literature.

The Relationship between Life Events and Personality Style to the Development of Depressive and Anxiety Disorders Among Adolescents

2020 ◽  
Vol 10 ◽  
Author(s):  
Noga Oschry-Bernstein ◽  
Netta Horesh-Reinman ◽  
Adar Avnon ◽  
Tomer Mevorach ◽  
Alan Apter ◽  
...  
Keyword(s):  
Anxiety Disorder ◽  
Life Events ◽  
Depressive Disorders ◽  
Multinomial Logistic Regression ◽  
Statistical Correlation ◽  
Personality Characteristics ◽  
Dominant Factor ◽  
Anxiety And Depression ◽  
Unique Contribution ◽  
Early Trauma

Background:: The separateness of anxiety disorder and depressive disorder as two distinct disorders is often questioned. The aim of the current study is to examine whether there is a different profile of life events and personality characteristics for anxiety and depression disorders in adolescents. Methods:: One hundred forty-six adolescents participated in the study, 57 boys and 89 girls, ranging in age from 11-18 years (mean=15.08+1.97). The study group included 92 adolescents with a clinical diagnosis of depression or anxiety, and the comparison group included 54 teenagers with no known psychopathology. Results:: Multinomial logistic regression produced different predictive profiles for anxiety disorder and for depressive disorders. Life event variables, especially minor life events and early traumas, were found to be predictors for depression. Furthermore, interaction was found between early trauma and minor life events in the prediction of depression, such that the existence of trauma weakened the statistical correlation between minor life events and the onset of depression. In addition, contrary to the literature regarding adults, it was found that during adolescence personality variables have a unique contribution as predictive factors for vulnerability to the onset of anxiety and depression, thus reducing the significance of life events. Conclusion:: Our findings suggest that different profile of life events and personality characteristics can be identified for the two disorders. In addition, it appears that early traumas are a dominant factor that overshadows more recent life events at the onset of depression among adolescents.

scholarly journals Pulmonary hydatidosis genotypes isolates from human clinical surgery based on sequencing of mitochondrial genes in Fars, Iran

2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Parviz Mardani ◽  
Ali Talebi Ezabadi ◽  
Bahareh Sedaghat ◽  
Seyed Mahmoud Sadjjadi
Keyword(s):  
Hydatid Cyst ◽  
Statistical Correlation ◽  
Left Lobe ◽  
Cox1 Gene ◽  
Fars Province ◽  
Study Population ◽  
Right Lobe ◽  
And Gender ◽  
The Right ◽  
Pulmonary Hydatid Cyst

Abstract Background Cystic echinococcosis (CE)/hydatidosis is an important neglected parasitic zoonotic disease caused by the metacestode of Echinococcus granulosus s.l. The present study was designed to identify the pulmonary CE species/genotypes in isolated human underwent to surgery in our center in Southern Iran. Methods The study population of this study were all patients in Fars province who were admitted to Namazi Hospitals for pulmonary hydatid cyst surgery. Thoracic surgery was performed in the thoracic ward and the cyst/s was removed by open surgery via posterolateral or lateral thoracotomy. DNA was extracted from the germinal layer or the protoscoleces. PCR technique was performed using the cytochrome C oxidase subunit1 (cox1) gene, and the products were sequenced. Results A total of 32 pulmonary hydatid cyst samples were collected from 9 (28%) female and 23 (72%) male aged from 4 to 74 years old. A total of 18(56%) cyst/s were in the left lobe and 14 (44%) cysts in the right lobe. Sequence analysis of the cysts showed that 24 samples (75%) were E. granulosus s.s (G1-G3) genotype and 8 (25%) were E. canadensis (G6/G7) genotype. Conclusion E.granulosus s.s genotype was the most prevalent genotype followed by E. canadensis (G6/G7) genotype. There was no significant statistical correlation between cysts’ size, location, genotype strain, and patients’ age and gender.

scholarly journals Predicting presenteeism using measures of health status

2021 ◽  
Author(s):  
Cheryl Jones ◽  
Katherine Payne ◽  
Alexander Thompson ◽  
Suzanne M. M. Verstappen
Keyword(s):  
Health Status ◽  
Online Survey ◽  
Activity Index ◽  
Work Productivity ◽  
Rank Correlation ◽  
Ordinary Least Squares ◽  
Statistical Correlation ◽  
Least Squares Regression ◽  
Mapping Algorithm ◽  
Spearman’S Rank Correlation

Abstract Objectives To identify whether it is feasible to develop a mapping algorithm to predict presenteeism using multiattribute measures of health status. Methods Data were collected using a bespoke online survey in a purposive sample (n = 472) of working individuals with a self-reported diagnosis of Rheumatoid arthritis (RA). Survey respondents were recruited using an online panel company (ResearchNow). This study used data captured using two multiattribute measures of health status (EQ5D-5 level; SF6D) and a measure of presenteeism (WPAI, Work Productivity Activity Index). Statistical correlation between the WPAI and the two measures of health status (EQ5D-5 level; SF6D) was assessed using Spearman’s rank correlation. Five regression models were estimated to quantify the relationship between WPAI and predict presenteeism using health status. The models were specified based in index and domain scores and included covariates (age; gender). Estimated and observed presenteeism were compared using tenfold cross-validation and evaluated using Root mean square error (RMSE). Results A strong and negative correlation was found between WPAI and: EQ5D-5 level and WPAI (r = − 0.64); SF6D (r =− 0.60). Two models, using ordinary least squares regression were identified as the best performing models specifying health status using: SF6D domains with age interacted with gender (RMSE = 1.7858); EQ5D-5 Level domains and age interacted with gender (RMSE = 1.7859). Conclusions This study provides indicative evidence that two existing measures of health status (SF6D and EQ5D-5L) have a quantifiable relationship with a measure of presenteeism (WPAI) for an exemplar application of working individuals with RA. A future study should assess the external validity of the proposed mapping algorithms.

Complications after Functional Neck Dissection in Head and Neck Cancer Patients: An Observational, Retrospective, Single-Centre Study

ORL ◽  
2021 ◽  
pp. 1-9
Author(s):  
Carlos M. Chiesa-Estomba ◽  
Maria Soriano-Reixach ◽  
Izaskun Thomas-Arrizabalaga ◽  
Jon A. Sistiaga-Suarez ◽  
Jose A. González-García ◽  
...  
Keyword(s):  
Head And Neck ◽  
Neck Dissection ◽  
Postoperative Period ◽  
Surgical Complications ◽  
Statistical Correlation ◽  
University Hospital ◽  
Common Complication ◽  
Neck Malignancy ◽  
Single Centre Study ◽  
Functional Neck Dissection

<b><i>Introduction:</i></b> Functional neck dissection (FND) represents a surgical procedure usually associated with less morbidity. <b><i>Methods:</i></b> An observational, retrospective, analysis of patients diagnosed with any type of head and neck malignancy was designed to summarize and report the incidence of postoperative complications in patients undergoing FND including just those levels described for selective neck dissections in a tertiary university hospital between June 2016 and June 2019. <b><i>Results:</i></b> 131 patients met the inclusion criteria. The total number of sides studied was 200. 40.5% of the patients suffer a complication in the postoperative period, being the spinal accessory nerve (SAN) injury the most common complication (10%). We did not find any statistical ­correlation between the previous organ-preservation treatments and surgical complications (<i>p</i> = 0.207). An advanced T stage (<i>p</i> = 0.009) and the need of bilateral FND (<i>p</i> = 0.034) were significantly correlated with a higher risk of surgical complications. <b><i>Conclusion:</i></b> FND represents a useful technique. In this study, 40.5% of the patients suffer a complication in the postoperative period, being the SAN injury the most common complication. However, these data contribute to increasing our knowledge about surgical complications related to FND.

scholarly journals Using Satellite Data to Analyse Raw Material Consumption in Hanoi, Vietnam

2021 ◽  
Vol 13 (3) ◽  
pp. 334
Author(s):  
Alessandro Novellino ◽  
Teresa J. Brown ◽  
Tom Bide ◽  
Nguyễn Thị Thục Anh ◽  
Evi Petavratzi ◽  
...  
Keyword(s):  
Satellite Data ◽  
Urban Expansion ◽  
Construction Materials ◽  
Statistical Correlation ◽  
Earth Observation ◽  
Land Conservation ◽  
Raw Material ◽  
Material Consumption ◽  
Sand And Gravel ◽  
Agricultural Areas

In this work, we provide an innovative route for analysing urban expansion and population growth and their link to the consumption of construction materials by combining satellite data with material consumption analysis within the Hanoi Province (Vietnam). Urban expansion is investigated with the use of landcover maps for the period 1975–2020 derived from satellite. During this period, artificial surfaces and agricultural areas have increased by 11.6% and 15.5%, respectively, while forests have decreased by 26.7%. We have used publicly available datasets to calculate and forecast the construction materials consumption and measure its statistical correlation with urban expansion between 2007 and 2018. Our results show that official figures for sand consumption are currently underestimated, and that by 2030, steel and sand and gravel consumption will increase even further by three and two times, respectively. Our analysis uses a new method to assess urban development and associated impacts by combining socio-economic and Earth Observation datasets. The analysis can provide evidence, underpin decision-making by authorities, policymakers, urban planners and sustainability experts, as well as support the development of informed strategies for resource consumption. It can also provide important information for identifying areas of land conservation and ecological greenways during urban planning.

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