Miracle-dz/UniFAR-FTUs huggingface dataset:
Identifying Roles in Social Networks using Linguistic Analysis

Social media sites have been significantly growing in the past few years. This resulted in the emergence of several communities of communicating groups, and a huge amount of text exchanged between members of those groups. In our work, we study how linguistic analysis techniques can be used for understanding the implicit relations that develop in on-line communities. We use this understanding to develop models that explain the processes that govern language use and how it reveals the formation of social relations. We study the relation between language choices and attitude between participants and how they may lead to or reveal antagonisms and rifts in social groups. Both positive (friendly) and negative (antagonistic) relations exist between individuals in communicating communities. Negative relations have received very little attention, when compared to positive relations, because of the lack of an explicit notion of labeling negative relations in most social computing applications. We alleviate this problem by studying text exchanged between participants to mine their attitude. Another important aspect of our research is the study of influence in discussions and how it affects participants’ discourse. In any debate or discussion, there are certain types of persons who influence other people and affect their ideas and rhetoric. We rely on natural language processing techniques to find implicit connections between individuals that model this influence. We couple this with network analysis techniques for identifying the most authoritative or salient entities. We also study how salience evolves over time. Our work is uniquely characterized by combining linguistic features and network analysis to reveal social roles in different communities. The
Automatic Camera Calibration for Traffic Understanding

We propose a method for fully automatic calibration of traffic surveillance cameras. This method allows for calibration of the camera – including scale – without any user input, only from several minutes of input surveillance video. The targeted applications include speed measurement, measurement of vehicle dimensions, vehicle classification, etc. The first step of our approach is camera calibration by determining three vanishing points defining the stream of vehicles. The second step is construction of 3D bounding boxes of individual vehicles and their measurement up to scale. We propose to first construct the projection of the bounding boxes and then, by using the camera calibration obtained earlier, create their 3D representation. In the third step, we use the dimensions of the 3D bounding boxes for calibration of the scene scale. We collected a dataset with ground truth speed and distance measurements and evaluate our approach on it. The achieved mean accuracy of speed and distance measurement is below 2%. Our efficient C++ implementation runs in real time on a low-end processor (Core i3) with a safe margin even for full-HD videos.
Dissecting the Genetic Components of Adaptation of Escherichia coli to the Mouse Gut

While pleiotropic adaptive mutations are thought to be central for evolution, little is known on the downstream molecular effects allowing adaptation to complex ecologically relevant environments. Here we show that Escherichia coli MG1655 adapts rapidly to the intestine of germ-free mice by single point mutations in EnvZ/OmpR two-component signal transduction system, which controls more than 100 genes. The selective advantage conferred by the mutations that modulate EnvZ/OmpR activities was the result of their independent and additive effects on flagellin expression and permeability. These results obtained in vivo thus suggest that global regulators may have evolved to coordinate activities that need to be fine-tuned simultaneously during adaptation to complex environments and that mutations in such regulators permit adjustment of the boundaries of physiological adaptation when switching between two very distinct environments.
An Epidemiological Study of Overweight and Obesity Among Women in an Urban Area of North India

Background: Obesity is a complex, multi-factorial chronic disease. Overweight and obesity are the fifth leading risk for global deaths. Objectives: To find the prevalence and risk factors for obesity in women aged 20-60 years in Ludhiana city. Methods: The present study is a community based cross sectional study carried out in an urban area of Ludhiana among women aged 20-60 years. Among the study population of 324 women, a pre-designed and pre-tested questionnaire was used to record the socio-demographic and anthropometric profile of women. Chi square test and logistic regression was used to find the association of obesity and hypertension with socio-demographic variables. Results: The prevalence of overweight and obesity was 12.7% and 29.6% respectively. Obesity was found to be more common among middle-aged Punjabi housewives belonging to upper socio-economic strata. There was strong association between overweight/obesity and hypertension.
Deaf Children Learning to Spell.

This longitudinal study investigated the spelling development of young deaf children in the context of an integrated process writing classroom. Through the avenue of the writing conference and the examination of writing samples from cumulative writing folders, it was possible to identify and categorize the spelling strategies employed by the deaf writers as print-based, speech-based, and sign-based. The evidence from these data also provided insights into the nature of cognitive processes in the deaf child. I argue that, in the process of learning to spell, deaf children are creatively manipulating the cognitive artifacts society has put at their disposal to reanalyze and redefine their own linguistic systems, to bring them in line with the system that spawned these tools. I further argue that deaf children accomplish this manipulation through a reliance on an inner eye that, while proving efficient for learning to spell, appears to be less effective for learning to read and write.
The Relationship Between Early Respiratory Viral Infections and Subsequent Wheezing and Asthma

low-income families in an urban area, at least 1 episode of wheezing in the first year of life occurred in as many as 80.3% of infants prospectively followed up. Asthma is a syndrome of recurrent episodes of airway obstruction that are at least partially reversible and that result from chronic inflammation of the airways. Asthma is manifested by bronchial hyperresponsiveness to a variety of stimuli and recurrent episodes of wheezing and cough. The most common chronic condition in children, asthma affected an estimated 6.2 million children younger than 18 years and 1.3 million children younger than 5 years in 2003. Acute asthma exacerbations represent the third leading cause of hospitalization in children younger than 15 years. Viral infections are important causes of wheezing among older children with a confirmed history of asthma as well. Viral infections were identified as the cause of 85% of acute exacerbations of wheezing in a longitudinal study of 108 children 9 to 11 years old with a history of asthma. Associations between viral illnesses in early infancy and subsequent airway dysfunction and asthma have long been made. Infection with certain viruses, such as respiratory syncytial virus (RSV), has been shown to be an important risk factor for the subsequent development of asthma. Other viral infections, especially rhinovirus illnesses, also have been associated with recurrent wheezing illnesses and asthma. RSV and rhinovirus are both significant pathogens for infants. RSV is the most important pathogen to cause serious lower respiratory infection in infants, infecting almost two thirds within the first year of life and virtually all children by age 2. Upper respiratory illness develops in most of those infected; of Introduction
Is There a Paradox in Obesity?

In an industrialized society, the increase in obesity incidence has led to an increase in premature morbidity and mortality rates. There is a relationship between body mass index (BMI) and the increased incidence of hypertension, dyslipidemia, type 2 diabetes mellitus, and cardiovascular disease, an increase in mortality. However, obese individuals with these conditions may have better outcomes than their lean counterparts, thus the term “obesity paradox. ” Most studies supporting this paradox are cross-sectional and do not take into account the quantity or type of adiposity, the disease severity, and comorbidities. Although BMI is an indicator of the amount of body fat, it does not differentiate between adiposity types. Adipocytes that are highly functional have good fuel storage capacity are different from adipocytes found in visceral obesity, which are poorly functioning, laden with macrophages, and causing low-grade inflammation. Individuals with high BMI may be physically fit and have a lower mortality risk when compared with individuals with a lower BMI and poorly functioning adiposity. We review the complexity of adipose tissue and its location, function, metabolic implications, and role in cardiovascular morbidity and mortality. The terminology “obesity paradox” may reflect a lack of understanding of the complex pathophysiology of obesity and the association between adiposity and cardiovascular disease.
Waist/hip ratio, body mass index and premature cardiovascular disease mortality in US Army veterans during a twenty-three year follow-up study.

A retrospective longitudinal analysis of fat distribution and cause-specific mortality was performed on data from 105,062 men discharged from the United States Army in 1946-47. Baseline height, weight, waist and hip girth, and 23-year follow-up mortality data were available for 84,910 white men. Proportional hazard survival analysis was performed by 5-year age group for waist/hip ratio (WHR) and for body mass index (BMI) in prediction of time to death from ischaemic heart disease (IHD) and stroke. Relative risk of IHD fatality per standard deviation (s.d.) of WHR ranged from 1.11 to 1.17, the higher values appearing in younger age groups. Relative risk due to BMI was not significant in the group aged 16-20 years at time of discharge from service, but ranged from 1.22 to 1.25 per s.d. among the 21-30 year olds. WHR was predictive of cerebrovascular disease mortality among 16-25 year olds, carrying a relative risk of 1.24 to 1.35 per s.d. BMI was not predictive of cerebrovascular disease mortality in any age group. Multivariate models indicated that WHR and BMI were related to subsequent IHD independently of each other in most age groups. WHR and BMI both contribute to risk of premature IHD mortality and WHR to risk of cerebrovascular disease mortality in an initially relatively healthy population of young men, although the effects are not equivalent in all age groups.
Intracoronary allogeneic cardiosphere‐derived stem cells are safe for use in dogs with dilated cardiomyopathy

Cardiosphere‐derived cells (CDCs) have been shown to reduce scar size and increase viable myocardium in human patients with mild/moderate myocardial infarction. Studies in rodent models suggest that CDC therapy may confer therapeutic benefits in patients with non‐ischaemic dilated cardiomyopathy (DCM). We sought to determine the safety and efficacy of allogeneic CDC in a large animal (canine) model of spontaneous DCM. Canine CDCs (cCDCs) were grown from a donor dog heart. Similar to human CDCs, cCDCs express CD105 and are slightly positive for c‐kit and CD90. Thirty million of allogeneic cCDCs was infused into the coronary vessels of Doberman pinscher dogs with spontaneous DCM. Adverse events were closely monitored, and cardiac functions were measured by echocardiography. No adverse events occurred during and after cell infusion. Histology on dog hearts (after natural death) revealed no sign of immune rejection from the transplanted cells.
Surfactant Therapy for Patients with ARDS After Cardiac Surgery

This multicenter study investigated the possibility of reducing mortality rate by administering natural lung surfactant additional to standard therapy to treat patients after cardiac surgery who developed an acute respiratory failure (ARDS/ALI). A total of 78 patients (1998–2002) diagnosed with ALI or ARDS were enrolled in the study; patients were considered for study entry only if they developed ALI/ARDS within 72h after cardiac surgery. A total of 36 patients (2000–2002) received Surfactant-BL via bronchoscope at a dose of 3 mg/kg twice a day, and 42 patients (1998–2000) served as the historical control. Within 24h after the first Surfactant-BL administration the PaO2/FiO2 ratio increased from (mean ± SEM) 129.7 ± 9.9 mm Hg to 187.6 ± 17.6 mm Hg (p < 0.01), FiO2 decreased from (mean ± SEM) 0.71 ± 0.03 to 0.56 ± 0.03 (p < 0.01), and 69.4% of the patients treated with surfactant were weaned from the ventilator compared with 50% of the control group during a 28-day period. The mortality rate among patients treated with Surfactant-BL was 30.6% compared with 50% in the control group. In conclusion, early administration of Surfactant-BL leads to the reduction of mortality in cardiac patients who develop postoperatively an ALI or ARDS.
Potential of soil amendments (Biochar and Gypsum) in increasing water use efficiency of Abelmoschus esculentus L. Moench

Water being an essential component for plant growth and development, its scarcity poses serious threat to crops around the world. Climate changes and global warming are increasing the temperature of earth hence becoming an ultimate cause of water scarcity. It is need of the day to use potential soil amendments that could increase the plants’ resistance under such situations. Biochar and gypsum were used in the present study to improve the water use efficiency (WUE) and growth of Abelmoschus esculentus L. Moench (Lady’s Finger). A 6 weeks experiment was conducted under greenhouse conditions. Stress treatments were applied after 30 days of sowing. Plant height, leaf area, photosynthesis, transpiration rate (Tr), stomatal conductance and WUE were determined weekly under stressed [60% field capacity (F.C.)] and non-stressed (100% F.C.) conditions. Stomatal conductance and Tr decreased and reached near to zero in stressed plants. Stressed plants also showed resistance to water stress upto 5 weeks and gradually perished at sixth week. On the other hand, WUE improved in stressed plants containing biochar and gypsum as compared to untreated plants. Biochar alone is a better strategy to promote plant growth and WUE specifically of A. esculentus, compared to its application in combination with gypsum.
The venetian-blind effect: a preference for zero disparity or zero slant?

When periodic stimuli such as vertical sinewave gratings are presented to the two eyes, the initial stage of disparity estimation yields multiple solutions at multiple depths. The solutions are all frontoparallel when the sinewaves have the same spatial frequency; they are all slanted when the sinewaves have quite different frequencies. Despite multiple solutions, humans perceive only one depth in each visual direction: a single frontoparallel plane when the frequencies are the same and a series of small slanted planes—Venetian blinds—when the frequencies are quite different. These percepts are consistent with a preference for solutions that minimize absolute disparity or overall slant. The preference for minimum disparity and minimum slant are identical for gaze at zero eccentricity; we dissociated the predictions of the two by measuring the occurrence of Venetian blinds when the stimuli were viewed in eccentric gaze. The results were generally quite consistent with a zero-disparity preference (Experiment 1), but we also observed a shift toward a zero-slant preference when the edges of the stimulus had zero slant (Experiment 2). These observations provide useful insights into how the visual system constructs depth percepts from a multitude of possible depths.
Performance of Hough Detectors in Presence of Randomly Arriving Impulse Interference

In the following paper are investigated several types of Hough detectors with CFAR processors in order to choose the most efficient one in the presence clatter and randomly arriving impulse interference environment. The Hough detector with fixed threshold is compared to other five types of Hough detectors. These are one and two-dimensional Hough CFAR detectors - a Hough CA CFAR (Cell Average Constant False Alarm Rate) detector, a Hough EXC (Excision) CFAR detector, a Hough CFAR BI (Binary Integration) detector, a Hough EXC CFAR BI (Excision Constant False Alarm Rate with Binary Integration) detector and a Hough API (Adaptive censoring Post detection Integration) CFAR detector. The achieved results reveal that the Hough detector with the API CFAR algorithm is the most effective. The research work is performed in MATLAB computational environment.
Cell membrane-mimicking coating for blood-contacting polyurethanes

The aim of the present work was to develop simple modification technique for polyurethanes (PUs) intended for use in blood-contacting implants (vascular grafts, heart prosthesis, ventricular assist devices). PU surface was modified with soybean-derived phosphatidylcholine (PC) via one-step dip coating technique. In order to evaluate blood compatibility of the obtained materials, samples were contacted with human blood under static and arterial flow-simulated conditions. The PC-modified surfaces were thoroughly characterized and tested for fibrinogen resistance, the ability to resist platelet adhesion and activation, hemolysis percentage and plasma recalcification time. Results demonstrated significant, more than three-fold reduction in the amount of fibrinogen adsorbed to PC-modified materials as compared to non-modified PU. Analysis of the samples’ surface after incubation with blood showed high reduction in platelet adhesion. The results were confirmed by analysis of blood samples collected after shear-stress tests – the percentage of free (non-aggregated) platelets remaining in blood samples contacted with PC-coated materials exceeded 70%. The same parameter measured for non-modified PU was significantly lower and equaled 28%.
Personalized Online Advertising Effectiveness: The Interplay of What, When, and Where

Firms track consumers' shopping behaviors in their online stores to provide individually personalized banners through a method called retargeting. We use data from two large-scale field experiments and two lab experiments to show that, although personalization can substantially enhance banner effectiveness, its impact hinges on its interplay with timing and placement factors. First, personalization increases click-through especially at an early information state of the purchase decision process. Here, banners with a high degree of content personalization DCP are most effective when a consumer has just visited the advertiser's online store, but quickly lose effectiveness as time passes since that last visit. We call this phenomenon overpersonalization. Medium DCP banners, on the other hand, are initially less effective, but more persistent, so that they outperform high DCP banners over time. Second, personalization increases click-through irrespective of whether banners appear on motive congruent or incongruent display websites. In terms of view-through, however, personalization increases ad effectiveness only on motive congruent websites, but decreases it on incongruent websites. We demonstrate in the lab how perceptions of ad informativeness and intrusiveness drive these results depending on consumers' experiential or goal-directed Web browsing modes.
The myth of standardized workflow in primary care

OBJECTIVE Primary care efficiency and quality are essential for the nation's health. The demands on primary care physicians (PCPs) are increasing as healthcare becomes more complex. A more complete understanding of PCP workflow variation is needed to guide future healthcare redesigns. METHODS This analysis evaluates workflow variation in terms of the sequence of tasks performed during patient visits. Two patient visits from 10 PCPs from 10 different United States Midwestern primary care clinics were analyzed to determine physician workflow. Tasks and the progressive sequence of those tasks were observed, documented, and coded by task category using a PCP task list. Variations in the sequence and prevalence of tasks at each stage of the primary care visit were assessed considering the physician, the patient, the visit's progression, and the presence of an electronic health record (EHR) at the clinic. RESULTS PCP workflow during patient visits varies significantly, even for an individual physician, with no single or even common workflow pattern being present. The prevalence of specific tasks shifts significantly as primary care visits progress to their conclusion but, notably, PCPs collect patient information throughout the visit. DISCUSSION PCP workflows were unpredictable during face-to-face patient visits. Workflow emerges as the result of a "dance" between physician and patient as their separate agendas are addressed, a side effect of patient-centered practice. CONCLUSIONS Future healthcare redesigns should support a wide variety of task sequences to deliver high-quality primary care. The development of tools such as electronic health records must be based on the realities of primary care visits if they are to successfully support a PCP's mental and physical work, resulting in effective, safe, and efficient primary care.
Human Ovarian Reserve from Conception to the Menopause

The human ovary contains a fixed number of non-growing follicles (NGFs) established before birth that decline with increasing age culminating in the menopause at 50–51 years. The objective of this study is to model the age-related population of NGFs in the human ovary from conception to menopause. Data were taken from eight separate quantitative histological studies (n = 325) in which NGF populations at known ages from seven weeks post conception to 51 years (median 32 years) were calculated. The data set was fitted to 20 peak function models, with the results ranked by obtained correlation coefficient. The highest ranked model was chosen. Our model matches the log-adjusted NGF population from conception to menopause to a five-parameter asymmetric double Gaussian cumulative (ADC) curve ( = 0.81). When restricted to ages up to 25 years, the ADC curve has = 0.95. We estimate that for 95% of women by the age of 30 years only 12% of their maximum pre-birth NGF population is present and by the age of 40 years only 3% remains. Furthermore, we found that the rate of NGF recruitment towards maturation for most women increases from birth until approximately age 14 years then decreases towards the menopause. To our knowledge, this is the first model of ovarian reserve from conception to menopause. This model allows us to estimate the number of NGFs present in the ovary at any given age, suggests that 81% of the variance in NGF populations is due to age alone, and shows for the first time, to our knowledge, that the rate of NGF recruitment increases from birth to age 14 years then declines with age until menopause. An increased understanding of the dynamics of human ovarian reserve will provide a more scientific basis for fertility counselling for both healthy women and those who have survived gonadotoxic cancer treatments.