scholarly journals The semantics of conversion nouns and -ing nominalizations: A quantitative and theoretical perspective

2021 ◽  
pp. 1-37
Author(s):  
ROCHELLE LIEBER ◽  
INGO PLAG
Keyword(s):  
Fundamental Problem ◽  
Theoretical Perspective ◽  
Univariate Analysis ◽  
Conditional Inference ◽  
Morphological Form ◽  
Semantic Framework ◽  
Lexical Semantic ◽  
Conditional Inference Trees ◽  
Form Type ◽  
The Relationship

This paper addresses a fundamental problem of derivational morphology: which meanings are possible for the words of a given morphological category, which forms can be chosen to express a given meaning, and what is the role of the base in these mappings of form and meaning? In a broad empirical study we examine the extent to which two types of nominalizations in English – conversion nouns and -ing nominalizations – can express either eventive or referential readings, can be quantified as either count or mass, and can be based on verbs of particular aspectual classes (state, activity, accomplishment, achievement, semelfactive). Past literature (for example, Grimshaw 1990 Brinton 1995, 1998 Borer 2013) has suggested an association between conversion nominalization, count quantification, and referential reading on the one hand, and between -ing nominalization, mass quantification and eventive reading on the other. Using a subset of the data reported in Andreou & Lieber (2020), we give statistical evidence that the relationship between morphological form, type of quantification, and aspectual class of base verb is neither categorical, as the literature suggests, nor completely free, but rather is probabilistic. We provide both a univariate analysis and a multivariate analysis (using conditional inference trees) that show that the relationship among the variables of morphological form, eventivity, quantification and aspectual class of base is complex. Tendencies sometimes go in the direction suggested by past literature (e.g. -ing forms tend to be eventive), but sometimes contradict past predictions (conversion also tends to be eventive). We also document that an important role is played by the specific verb underlying the nominalization rather than the aspectual class of verb. Finally, we consider what the pattern of polysemy that we uncover suggests with respect to theoretical modeling, looking at syntactic models (Distributed Morphology), lexical semantic models (the Lexical Semantic Framework), Analogical Models, and Distributional Semantics.

scholarly journals Correlation between fundus autofluorescence and visual function in patients with cone-rod dystrophy

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Satoru Kanda ◽  
Takumi Hara ◽  
Ryosuke Fujino ◽  
Keiko Azuma ◽  
Hirotsugu Soga ◽  
...  
Keyword(s):  
Visual Field ◽  
Significant Relationship ◽  
Fundus Autofluorescence ◽  
Univariate Analysis ◽  
Retrospective Chart Review ◽  
Mean Deviation ◽  
Wide Field ◽  
The Mean ◽  
The Relationship ◽  
Field Imaging

AbstractThis study aimed to investigate the relationship between autofluorescence (AF) signal measured with ultra-wide field imaging and visual functions in patients with cone-rod dystrophy (CORD). A retrospective chart review was performed for CORD patients. We performed the visual field test and fundus autofluorescence (FAF) measurement and visualized retinal structures with optical coherence tomography (OCT) on the same day. Using binarised FAF images, we identified a low FAF area ratio (LFAR: low FAF/30°). Relationships between age and logMAR visual acuity (VA), central retinal thickness (CRT), central choroidal thickness (CCT), mean deviation (MD) value, and LFAR were investigated. Thirty-seven eyes of 21 CORD patients (8 men and 13 women) were enrolled. The mean patient age was 49.8 years. LogMAR VA and MD were 0.52 ± 0.47 and − 17.91 ± 10.59 dB, respectively. There was a significant relationship between logMAR VA and MD (p = 0.001). LogMAR VA significantly correlated with CRT (p = 0.006) but not with other parameters. Conversely, univariate analysis suggested a significant relationship between MD and LFAR (p = 0.001). In the multivariate analysis, LFAR was significantly associated with MD (p = 0.002). In conclusion, it is useful to measure the low FAF area in patients with CORD. The AF measurement reflects the visual field deterioration but not VA in CORD.

scholarly journals Hypogonadism and liver fibrosis in HIV-infected patients

2021 ◽  
Author(s):  
E. Quiros-Roldan ◽  
T. Porcelli ◽  
L. C. Pezzaioli ◽  
M. Degli Antoni ◽  
S. Paghera ◽  
...  
Keyword(s):  
Liver Fibrosis ◽  
Univariate Analysis ◽  
Free Testosterone ◽  
Sex Hormone Binding Globulin ◽  
Total Testosterone ◽  
Cross Sectional ◽  
Pituitary Dysfunction ◽  
Consequent Reduction ◽  
Secondary Hypogonadism ◽  
The Relationship

Abstract Purpose Hypogonadism is frequent in HIV-infected men and might impact on metabolic and sexual health. Low testosterone results from either primary testicular damage, secondary hypothalamic-pituitary dysfunction, or from liver-derived sex-hormone-binding-globulin (SHBG) elevation, with consequent reduction of free testosterone. The relationship between liver fibrosis and hypogonadism in HIV-infected men is unknown. Aim of our study was to determine the prevalence and type of hypogonadism in a cohort of HIV-infected men and its relationship with liver fibrosis. Methods We performed a cross-sectional retrospective study including 107 HIV-infected men (median age 54 years) with hypogonadal symptoms. Based on total testosterone (TT), calculated free testosterone, and luteinizing hormone, five categories were identified: eugonadism, primary, secondary, normogonadotropic and compensated hypogonadism. Estimates of liver fibrosis were performed by aspartate aminotransferase (AST)-to-platelet ratio index (APRI) and Fibrosis-4 (FIB-4) scores. Results Hypogonadism was found in 32/107 patients (30.8%), with normogonadotropic (10/107, 9.3%) and compensated (17/107, 15.8%) being the most frequent forms. Patients with secondary/normogonadotropic hypogonadism had higher body mass index (BMI) (p < 0001). Patients with compensated hypogonadism had longer HIV infection duration (p = 0.031), higher APRI (p = 0.035) and FIB-4 scores (p = 0.008), and higher HCV co-infection. Univariate analysis showed a direct significant correlation between APRI and TT (p = 0.006) and SHBG (p = 0.002), and between FIB-4 and SHBG (p = 0.045). Multivariate analysis showed that SHBG was independently associated with both liver fibrosis scores. Conclusion Overt and compensated hypogonadism are frequently observed among HIV-infected men. Whereas obesity is related to secondary hypogonadism, high SHBG levels, related to liver fibrosis degree and HCV co-infection, are responsible for compensated forms.

scholarly journals Scene Complexity: A New Perspective on Understanding the Scene Semantics of Remote Sensing and Designing Image-Adaptive Convolutional Neural Networks

2021 ◽  
Vol 13 (4) ◽  
pp. 742
Author(s):  
Jian Peng ◽  
Xiaoming Mei ◽  
Wenbo Li ◽  
Liang Hong ◽  
Bingyu Sun ◽  
...  
Keyword(s):  
Remote Sensing ◽  
Neural Networks ◽  
Fundamental Problem ◽  
Semantic Representation ◽  
Feature Learning ◽  
Essential Elements ◽  
Complex Scene ◽  
Feature Representations ◽  
The Right ◽  
The Relationship

Scene understanding of remote sensing images is of great significance in various applications. Its fundamental problem is how to construct representative features. Various convolutional neural network architectures have been proposed for automatically learning features from images. However, is the current way of configuring the same architecture to learn all the data while ignoring the differences between images the right one? It seems to be contrary to our intuition: it is clear that some images are easier to recognize, and some are harder to recognize. This problem is the gap between the characteristics of the images and the learning features corresponding to specific network structures. Unfortunately, the literature so far lacks an analysis of the two. In this paper, we explore this problem from three aspects: we first build a visual-based evaluation pipeline of scene complexity to characterize the intrinsic differences between images; then, we analyze the relationship between semantic concepts and feature representations, i.e., the scalability and hierarchy of features which the essential elements in CNNs of different architectures, for remote sensing scenes of different complexity; thirdly, we introduce CAM, a visualization method that explains feature learning within neural networks, to analyze the relationship between scenes with different complexity and semantic feature representations. The experimental results show that a complex scene would need deeper and multi-scale features, whereas a simpler scene would need lower and single-scale features. Besides, the complex scene concept is more dependent on the joint semantic representation of multiple objects. Furthermore, we propose the framework of scene complexity prediction for an image and utilize it to design a depth and scale-adaptive model. It achieves higher performance but with fewer parameters than the original model, demonstrating the potential significance of scene complexity.

scholarly journals Risk factors for suicidal tendency in people with epilepsy in China: a case–control study

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Mintao Lin ◽  
Jiani Chen ◽  
Sisi Li ◽  
Yingjie Qin ◽  
Xuruan Wang ◽  
...  
Keyword(s):  
Risk Factors ◽  
Low Income ◽  
Case Control Study ◽  
Univariate Analysis ◽  
Case Control ◽  
Conditional Inference ◽  
Suicidal Tendency ◽  
Patients With Epilepsy ◽  
Nested Case Control ◽  
Control Study

AbstractPeople with epilepsy (PWE) have an increased suicide prevalence. This study aimed to identify the risk factors for suicidal tendency among PWE in West China. A nested case–control study was designed in a cohort of patients with epilepsy (n = 2087). In total, 28 variates were calculated. In the univariate analysis, unemployment, low income, seizure frequency, seizure-free time, infectious or structural etiology, levetiracetam or phenobarbital use, anxiety, depression, and stigma were associated with suicidal tendency. A multivariate analysis indicated that unemployment (odds ratio [OR] 5.74, 95% confidence interval [CI] 2.13–15.48), levetiracetam use (OR 2.80, 95%CI 1.11–7.05), depression (C-NDDI-E score ≥ 13; OR 3.21, 95%CI 1.26–8.21), and stigma (SSCI score ≥ 16; OR 6.67, 95%CI 1.80–24.69) were independently associated with suicidal tendency. Conditional inference tree analysis indicated that SSCI and C-NDDI-E scores could effectively identify patients with suicidal tendency. Thus, this study suggests that unemployment, levetiracetam use, depression, and stigma are independent risk factors for suicidal tendency in PWE in China.

scholarly journals The relationship between maximal expiratory pressure values and critical outcomes in mechanically ventilated patients: a post hoc analysis of an observational study

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Yann Combret ◽  
Guillaume Prieur ◽  
Roger Hilfiker ◽  
Francis-Edouard Gravier ◽  
Pauline Smondack ◽  
...  
Keyword(s):  
Mechanical Ventilation ◽  
Observational Study ◽  
Univariate Analysis ◽  
Premature Death ◽  
Extubation Failure ◽  
Short Term ◽  
Expiratory Muscle ◽  
Maximal Expiratory Pressure ◽  
The Impact ◽  
The Relationship

Abstract Background Little interest has been paid to expiratory muscle strength, and the impact of expiratory muscle weakness on critical outcomes is not known. Very few studies assessed the relationship between maximal expiratory pressure (MEP) and critical outcomes. The aim of this study was to investigate the relationship between MEP and critical outcomes. Methods This work was a secondary analysis of a prospective, observational study of adult patients who required mechanical ventilation for ≥ 24 h in an 18-bed ICU. MEP was assessed before extubation after a successful, spontaneous breathing trial. The relationships between MEP and extubation failure, and short-term (30 days) mortality, were investigated. Univariate logistic regressions were computed to investigate the relationship between MEP values and critical outcomes. Two multivariate analyses, with and without maximal inspiratory pressure (MIP), both adjusted using principal component analysis, were undertaken. Unadjusted and adjusted ROC curves were computed to compare the respective ability of MEP, MIP and the combination of both measures to discriminate patients with and without extubation failure or premature death. Results One hundred and twenty-four patients were included. Median age was 66 years (IQR 18) and median mechanical ventilation duration was 7 days (IQR 6). Extubation failure rate was 15% (18/124 patients) and the rate for 30-day mortality was 11% (14/124 patient). Higher MEP values were significantly associated with a lower risk of extubation failure in the univariate analysis [OR 0.96 95% CI (0.93–0.98)], but not with short-term mortality. MEP was independently linked with extubation failure when MIP was not included in the multivariate model, but not when it was included, despite limited collinearity between these variables. This study was not able to differentiate the respective abilities of MEP, MIP, and their combination to discriminate patients with extubation failure or premature death (adjusted AUC for the combination of MEP and MIP: 0.825 and 0.650 for extubation failure and premature death, respectively). Conclusions MEP is related to extubation failure. But, the results did not support its use as a substitute for MIP, since the relationship between MEP and critical outcomes was no longer significant when MIP was included. The use of MIP and MEP measurements combined did not reach higher discriminative capacities for critical outcomes that MEP or MIP alone. Trial Registration This study was retrospectively registered at https://clinicaltrials.gov/ct2/show/NCT02363231?cond=NCT02363231&draw=2&rank=1 (NCT02363231) in 13 February 2015

Anemia and dementia among the elderly: the São Paulo Ageing & Health Study

2011 ◽  
Vol 24 (1) ◽  
pp. 74-81 ◽  
Author(s):  
Itamar S. Santos ◽  
Márcia Scazufca ◽  
Paulo A. Lotufo ◽  
Paulo R. Menezes ◽  
Isabela M. Benseñor
Keyword(s):  
Low Income ◽  
Univariate Analysis ◽  
The Elderly ◽  
Sao Paulo ◽  
Health Study ◽  
São Paulo ◽  
Total Blood ◽  
Cross Sectional ◽  
The Relationship ◽  
Life Function

ABSTRACTBackground: Anemia and dementia are common diseases among the elderly, but conflicting data are available regarding an association between these two conditions. We analyzed data from the São Paulo Ageing & Health Study to address the relationship between anemia and dementia.Methods: This cross-sectional observational study included participants aged 65 years and older from a deprived area of the borough of Butantan, São Paulo, Brazil. Data about demographics, education, income, and cognitive and daily life function were collected, as well as blood samples. Anemia and dementia were defined according to WHO and DSM-IV criteria, respectively.Results: Of the 2267 subjects meeting the inclusion criteria, 2072 agreed to participate in the study; of whom 1948 had a valid total blood count and were included in the analysis. Anemia was diagnosed in 203 (10.2%) participants and dementia in 99 (5.1%). The frequency of anemia was higher in patients with dementia according to univariate analysis (odds ratio (OR) = 2.00, 95% confidence interval (CI) = 1.17–3.41, p = 0.01), but this association was not present after adjusting for age (OR = 1.33, 95% CI = 0.76–2.33, p = 0.32). Further multivariate adjustment did not change the results.Conclusion: Although anemia and dementia are frequent disorders in older people, we found their relationship to be mediated exclusively by aging in this low-income population from São Paulo.

Zur Entwicklung der modalenverstehen-Konstruktion: Ein Konservierungseffekt im Zuge der Auxiliarisierung

2020 ◽  
Vol 48 (1) ◽  
pp. 101-135
Author(s):  
Volodymyr Dekalo
Keyword(s):  
Random Forest ◽  
20Th Century ◽  
Semantic Space ◽  
Time Span ◽  
Conditional Inference ◽  
Fourth Period ◽  
Space Model ◽  
Previous Time ◽  
Conditional Inference Trees ◽  
Feature Based

AbstractThe present paper deals with item- and feature-based changes of the modal semi-schematic construction with verstehen in written German during the 20th century. To understand this development, the century is divided into four equal periods. Applying a simple collexeme analysis for each time span, the study ascertains which lexical verbs appear as typical items in a schematic slot constituting its collostructional profile. Comparing the distributional behavior manually in a pairwise fashion, the analysis reveals that solely three verbs, namely machen, umgehen and meistern, stay constantly highly attracted within the top collexemes of the verstehen-construction during the 20th century. Using a dependency-based semantic space model, the study demonstrates that the collostructional profile of the fourth period differs considerably from the previous time span. Utilizing random forest of conditional inference trees, changes in terms of usage features of the modal construction are pinpointed. As a result, its grammaticality degree has not increased demonstrating solely minor changes in temporal functionality as well as in realization of subject forms.

Abstract TP201: The Relationship Between Chronic Kidney Diseases and the Presence of Cerebral Small Vessel Disease in Patients With Acute Ischemic Stroke

Stroke ◽  
2017 ◽  
Vol 48 (suppl_1) ◽  
Author(s):  
Kana Ueki ◽  
Asako Nakamura ◽  
Masahiro Yasaka ◽  
Takahiro Kuwashiro ◽  
Seiji Gotoh ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
White Matter ◽  
Acute Ischemic Stroke ◽  
White Matter Lesion ◽  
Kidney Diseases ◽  
Univariate Analysis ◽  
Small Vessel ◽  
Chronic Kidney Diseases ◽  
History Of ◽  
The Relationship

Introduction: Cerebral small vessel diseases (SVDs) i.e. white matter lesion and cerebral microbleeds (CMBs) are related to the patients with stroke more deeply than those without. In general population, in addition to age, hypertension, diabetes chronic kidney diseases (CKD) is well known to be related to SVDs, but it remains unclear in patients with stroke. We investigated the relationship between CKD and the presence of SVDs in patients with acute ischemic stroke. Methods: We enrolled 493 patients with acute ischemic stroke patients or transient ischemic attack patients (mean age 71; 60% male) who had undergone 1.5T MR imaging within a week of the index events from April 2013 to march 2015. We evaluated kidney function by estimated glomerular filtration rate (eGFR) with the modification of diet in Renal Disease. CKD was defined as an eGFR less than 60mil/min/1.73m 2 . CMBs were defined as focal areas of very low signal intensity smaller than 10mm. White matter lesion as Periventricular hyper intensity (PVH)>grade 2 and Deep and Subcortical White Matter Hyper intensity (DSWMH)> grade 2 were defied as advanced PVH and advanced DSWMH, respectively. We investigated relationship between CKD and CMBs, advanced PVH and advanced DSWMH using a logistic regression analysis. Results: We noted CMBs in 173 patients (35%), PVH in 81 (16%), and DSWMH in 151 (31%). An univariate analysis revealed that the age, CKD, history of stroke, and antiplatelet agents were associated with presence of CMBs, advanced PVH and severe DSWMH . The multivariate analysis revealed that CMBs, advanced PVH and advanced DSWMH were associated with age (CMBs: odds ratio(OR) ; 1.32 ; 95% confidence interval(CI), 1.10-1.60, p=0.004, advanced PVH : OR ; 3.00 ; 95% CI, 2.17-4.26, p<0.01, advanced DSWMH: OR ; 1.94; 95% CI, 1.56-2.45, p<0.01 ), history of stroke(CMBs : OR ; 2.01 ; 95% CI, 1.21-3.34, p=0.007, advanced PVH : OR ; 2.25 ; 95% CI, 1.18-4.27, p=0.01, advanced DSWMH: OR ; 1.78 ; 95% CI, 1.03-3.06, p=0.038). CKD was associated with CMBs (OR ; 1.62 ; 95% CI, 1.04-2.52, p=0.03), but PVH and DSWMH were not. Conclusions: It seems that age and history of stroke are related to CMBs, advanced PVH and advanced DSWMH, and that CKD is associates with CMBs but not with either advanced PVH or advanced DSWMH.

Relationship between the Responsiveness of Service Providers with Patient Satisfaction at Three Conventional Radiography Services in Denpasar

2016 ◽  
pp. 75
Author(s):  
Cokorda Istri Ariwidyastuti ◽  
P.P. Januraga ◽  
Dyah Pradnyaparamita Duarsa
Keyword(s):  
Patient Satisfaction ◽  
Service Providers ◽  
Univariate Analysis ◽  
Conventional Radiography ◽  
Cross Sectional Survey ◽  
Chi Square ◽  
Cross Sectional ◽  
Chi Square Test ◽  
The Relationship

Background and purpose: Patient satisfaction, including on radiography services, is an important component of health care provision. Surveys on patient satisfaction have been carried out particularly in government hospitals, but a more detailed study to determine the relationship between patient satisfaction with the responsiveness of service providers has yet to be carried out. This study aims to determine the relationship between the six domains of responsiveness of service providers and outpatient satisfaction at three conventional radiography facilities in Denpasar.Methods: Study was conducted by cross-sectional survey of 158 respondents selected consecutively in three conventional radiography services, namely a government hospital, a private hospital and a private radiology clinic. Data were collected through interviews using modified questionnaires on responsiveness from WHO. Data were analyzed by univariate, bivariate (chi-square test) and multivariate logistic regression method.Results: Univariate analysis indicated that patient satisfaction was 69% but still below the minimum service standards (>80,0%). Multivariate analysis showed that factors associated with satisfaction were the domain of attention (AOR= 3.77; 95%CI: 1.62-8.76), the quality of infrastructure (AOR=4.57; 95%CI: 1.61-12.93) and communication (AOR=6.30; 95%CI: 1.75-22.64).Conclusion: Patient satisfaction was generally still below the standard. Domains of responsiveness associated with patient satisfaction were the quality of infrastructure, level of attention and communication skills of service providers.

Tenses in 19th-century Dutch sentence-grammar

1988 ◽  
Vol 15 (1-2) ◽  
pp. 187-205
Author(s):  
J. A. Le Loux-Schuringa
Keyword(s):  
The Netherlands ◽  
19Th Century ◽  
Morphological Form ◽  
Other Information ◽  
Dutch Language ◽  
One To One ◽  
The 19Th Century ◽  
The Relationship

Summary In this paper some theories on tenses are described. These theories appeared in the Netherlands in the first half of the 19th century. The purpose is not just describing the different tense-systems of P. Weiland (1805), W. Bilderdijk (1826), W. G. Brill (1846) and L. A. te Winkel (1866). In the first half of the 19th century some fundamental changes took place. It is shown that these changes are based upon continuity of research of time and tense in the Dutch tradition. This continuity is found on three levels: (a) The research was concentrated on the verbal forms, no other information from the sentence was used. (b) The grammarians took the relationship between linguistic forms and logical categories as a one-to-one relation. (c) The morphological form of the Dutch language determined the grammatical representation of the tense-systems more and more.

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