Miracle-dz/UniFAR-FTUs huggingface dataset:
Oculomotor Examination of the Weapon Focus Effect: Does a Gun Automatically Engage Visual Attention?

Background A person is less likely to be accurately remembered if they appear in a visual scene with a gun, a result that has been termed the weapon focus effect (WFE). Explanations of the WFE argue that weapons engage attention because they are unusual and/or threatening, which causes encoding deficits for the other items in the visual scene. Previous WFE research has always embedded the weapon and nonweapon objects within a larger context that provides information about an actor's intention to use the object. As such, it is currently unknown whether a gun automatically engages attention to a greater extent than other objects independent of the context in which it is presented. Method Reflexive responding to a gun compared to other objects was examined in two experiments. Experiment 1 employed a prosaccade gap-overlap paradigm, whereby participants looked toward a peripheral target, and Experiment 2 employed an antisaccade gap-overlap paradigm, whereby participants looked away from a peripheral target. In both experiments, the peripheral target was a gun or a nonthreatening object (i.e., a tomato or pocket watch). We also controlled how unexpected the targets were and compared saccadic reaction times across types of objects. Results A gun was not found to differentially engage attention compared to the unexpected object (i.e., a pocket watch). Some evidence was found (Experiment 2) that both the gun and the unexpected object engaged attention to a greater extent compared the expected object (i.e., a tomato). Conclusion An image of a gun did not engage attention to a larger extent than images of other types of objects (i.e., a pocket watch or tomato). The results suggest that context may be an important determinant of WFE. The extent to which an object is threatening may depend on the larger context in which it is presented.
Nonverbal sex differences : communication accuracy and expressive style

This is the first thorough review and analysis of the extensive research literature on nonverbal sex differences among infants, children, and adults. Judith A. Hall summarizes and explores data on nonverbal skill and style differences, including the sending and judging of nonverbal cues of emotion, facial expression, gaze, interpersonal distance, touch, body movement, and nonverbal speech characteristics. Popular authors and scholars alike have advanced the argument that women's low social status has accounted for their nonverbal skills and expressive style. Hall pays particular attention to examining this "oppressive hypothesis". Explanations for nonverbal sex differences surely have much to do with cultural expectations and social learning processes, she argues, but to unravel the exact causal influences is a complex task, one that has hardly begun.
Using the Draw-a-Scientist Test for Inquiry and Evaluation.

The Draw-a-Scientist Test (DAST) is a tool to assess stereotypical imagery of scientists. This paper describes the use of the DAST as both a model for inquiry and as a method of assessing the affective domain. The DAST was administered in a science education methods course for undergraduate students of elementary education, a methods course for graduate students specializing in elementary science education, and a science content course for early childhood teachers. The DAST was used to model data collection and analysis and to increase education majors’ awareness of their own stereotypical images of scientists. DAST results at the end of the semester showed a reduction in stereotypical imagery of scientists and an increase in images of women, teachers, and children and in other nonstereotypical images of people doing science. Graduate students specializing in elementary science view scientists more inclusively than do undergraduate elementary education majors. The DAST can be a useful tool in college science classes to assess the effectiveness of instructional approaches aimed at fostering identification with people who do science. T he majority of elementary school teachers avoid teaching science (Tilgner, 1990). A major goal of courses in science for teachers should be to help them develop enthusiasm for science and science teaching. If changes in the affective domain are major goals of courses in science, end-ofcourse evaluations should assess these changes. The Draw-a-Scientist Test (DAST) has been widely used for decades to examine, analyze, and evaluate students’ and teachers’ perceptions of scientists (Finson, 2002; Finson & Pedersen, 2009). This study uses the DAST to meet four distinct goals of courses in teaching science for elementary educators. The first goal was to provide practice in doing inquiry-based science through data collection and analysis. The second goal was to reveal common stereotypes of scientists and their implications for teaching science. The third goal was to self-assess changes in imagery to help current and future teachers reexamine their beliefs. The fourth goal was to evaluate whether the course met the goal of helping teachers identify with scientists as real people like themselves.
Knowledge Guided Short-Text Classification for Healthcare Applications

The need for short-text classification arises in many text mining applications particularly health care applications. In such applications shorter texts mean linguistic ambiguity limits the semantic expression, which in turns would make typical methods fail to capture the exact semantics of the scarce words. This is particularly true in health care domains when the text contains domain-specific or infrequently appearing words, whose embedding can not be easily learned due to the lack of training data. Deep neural network has shown great potentials in boost the performance of such problems according to its strength on representation capacity. In this paper, we propose a bidirectional long short-term memory (BI-LSTM) recurrent network to address the short-text classification problem that can be used in two settings. Firstly when a knowledge dictionary is available we adopt the well-known attention mechanism to guide the training of network using the domain knowledge in the dictionary. Secondly, to address the cases when domain knowledge dictionary is not available, we present a multi-task model to jointly learn the domain knowledge dictionary and do the text classification task simultaneously. We apply our method to a real-world interactive healthcare system and an extensively public available ATIS dataset. The results show that our model can positively grasp the key point of the text and significantly outperforms many state-of-the-art baselines.
Using model trees for evaluating dialog error conditions based on acoustic information

This paper examines the use of model trees for evaluating user utterances for response to system error in dialogs from the Communicator 2000 corpus. The features used by the model trees are limited to those which can be automatically obtained through acoustic measurements. These features are derived from pitch and energy measurements. The curve of the model tree output versus dialog turn is interpreted to be a measure of the level of user activation in the dialog. We test the premise that user response to error at the utterance level is related to user satisfaction at the dialog level. Several different evaluation tasks are investigated: on an utterance level we applied the model tree output to detecting response to error and on the dialog level we analyzed the relation of model tree output to estimating user satisfaction. For the former, we achieve 65% precision and 63% recall and for the latter our predictions show significant . 48 correlation with user surveys.
Comparative Analysis of Germ Cell Transcription Factors in CNS Germinoma Reveals Diagnostic Utility of NANOG

The homeodomain transcription factor, NANOG, along with OCT3/4 (POU5F1) and SOX2, is part of the core set of transcription factors that maintain embryonic stem cell self-renewal and pluripotency. Expression of NANOG has been detected in fetal germ cells and in gonadal germ cell tumors. To assess the diagnostic utility of NANOG in central nervous system (CNS) germ cell tumors, we analyzed its expression by immunohistochemistry in a series of 12 CNS germinomas and compared its expression with other stem cell markers. Strong nuclear expression of NANOG was demonstrated in >90% of the tumor cells in all cases. In contrast, expression of OCT3/4 and placental alkaline phosphatase was inconsistent and SOX2 was expressed in only rare cells. NANOG was not detected in tumor types frequently considered in the differential diagnosis of CNS germinoma: pineoblastoma, primitive neuroectodermal tumors, medulloblastoma, lymphoma, pituitary adenoma, atypical teratoid/rhabdoid tumor, Langerhans cell histiocytosis, and gliomas. These findings demonstrate that NANOG is a sensitive and specific marker of CNS germinoma. Compared with other currently used markers, NANOG may have superior diagnostic characteristics and can facilitate identification of germinomas in minute surgical biopsies commonly obtained from these tumors. These findings also suggest a potential biologic role for NANOG in maintenance of CNS germinoma.
Insertion element IS1081-associated restriction fragment length polymorphisms in Mycobacterium tuberculosis complex species: a reliable tool for recognizing Mycobacterium bovis BCG

Recently, the insertion element IS1081 from Mycobacterium bovis was identified. In this study, the usefulness of IS1081 in the epidemiology of tuberculosis was investigated. The host range of this insertion sequence was found to be restricted exclusively to the group of Mycobacterium tuberculosis complex bacteria, whereas none of the 10 mycobacterial species which do not belong to the M. tuberculosis complex contained IS1081-homologous DNA. All 99 M. tuberculosis complex strains investigated carried five or six copies of IS1081, and very limited IS1081-associated restriction fragment length polymorphisms were observed among the strains. Seven different IS1081-containing bands were distinguished in each strain, and the patterns differed only in one or two insertion sequence-containing bands. The banding pattern of M. bovis BCG differed in the presence of a 8.0-kb IS1081-containing PvuII fragment which was absent from all other M. tuberculosis complex strains.
Requirements for Remote RF Laboratory Applications: An Educators' Perspective

This paper discusses the results of a study of the requirements for developing a remote RF laboratory. This study draws on the perspectives of educators in university electrical engineering departments and in technical colleges, on the teaching of the radio frequency (RF) domain. The study investigates how these educators would like the technical content of a state of the art RF laboratory to be designed. As far as the authors know, no publication exists in the literature that investigates the requirements and needs of remote laboratories in that particular field. The outcomes of this work are expected to guide remote laboratory platform developers towards the most effective design of their platforms. The analysis of the results showed that educators would like the technical content of the laboratory to cover basic communication techniques, microwave circuits and devices, antennas and propagation, RF technology, and radio system design aspects of modern telecommunication systems. They would therefore like the laboratory instrumentation to be designed to that end. The educators also reported the need for advanced experimental setups which require expensive RF measurement devices. The discrepancy between university and technical college views was also considered in this paper.
Exploring Civil Drone Accidents and Incidents to Help Prevent Potential Air Disasters

A recent alleged "drone" collision with a British Airways Airbus A320 at Heathrow Airport highlighted the need to understand civil Remotely Piloted Aircraft Systems (RPAS) accidents and incidents (events). This understanding will facilitate improvements in safety by ensuring efforts are focused to reduce the greatest risks. One hundred and fifty two RPAS events were analyzed. The data was collected from a 10-year period (2006 to 2015). Results show that, in contrast to commercial air transportation (CAT), RPAS events have a significantly different distribution when categorized by occurrence type, phase of flight, and safety issue. Specifically, it was found that RPAS operations are more likely to experience (1) loss of control in-flight, (2) events during takeoff and in cruise, and (3) equipment problems. It was shown that technology issues, not human factors, are the key contributor in RPAS events. This is a significant finding, as it is contrary to the industry view which has held for the past quarter of a century that human factors are the key contributor (which is still the case for CAT). Regulators should therefore look at technologies and not focus solely on operators.
Five-Year Risk of Cardiac Mortality in Relation to Initial Severity and One-Year Changes in Depression Symptoms After Myocardial Infarction

Background—Although previous research demonstrated an independent link between depression symptoms and cardiac mortality after myocardial infarction (MI), depression was assessed only once, and a dose-response relationship was not evaluated. Methods and Results—We administered the Beck Depression Inventory to 896 post-MI patients during admission and at 1 year. Five-year survival was ascertained using Medicare data. We observed a significant long-term dose-response relationship between depression symptoms during hospitalization and cardiac mortality. Results remained significant after control for multiple measures of cardiac disease severity. Although 1-year scores were also linked to cardiac mortality, most of that impact was explained by baseline scores. Improvement in depression symptoms was associated with less cardiac mortality only for patients with mild depression. Patients with higher initial scores had worse long-term prognosis regardless of symptom changes. Conclusions—The level of depression symptoms during admission for MI is more closely linked to long-term survival than the level at 1 year, particularly in patients with moderate to severe levels of depression, suggesting that the presumed cardiovascular mechanisms linking depression to cardiac mortality may be more or less permanent for them.
Vibro-acoustic techniques to diagnose power transformers

This paper deals with new procedures based on vibro-acoustic techniques to diagnose power medium-voltage/low-voltage (MV/LV) transformers. The normal operating machines can be monitored and checked from a remote, dedicated diagnostic center where information is received directly from the field. The diagnostic method adopted and the experimental test results are reported. Tests have been performed either in the laboratory or directly in the field on transformers in normal operating conditions. The laboratory tests related the transformer vibrations to internal anomalies. The suggested monitoring and diagnostic system allows one to usefully schedule preventative maintenance, reduce costs, and improve the quality of power distribution.
Subcortical and Cortical Structural Central Nervous System Changes and Attention Processing Deficits in Preschool-Aged Children with Prenatal Methamphetamine and Tobacco Exposure

Objective: To examine the independent contributions of prenatal methamphetamine exposure (PME) and prenatal tobacco exposure (PTE) on brain morphology among a sample of nonalcohol-exposed 3- to 5-year-old children followed prospectively since birth. Study Design: The sample included 20 children with PME (19 with PTE) and 15 comparison children (7 with PTE), matched on race, birth weight, maternal education and type of insurance. Subcortical and cortical volumes and cortical thickness measures were derived through an automated segmentation procedure from T1-weighted structural magnetic resonance images obtained on unsedated children. Attention was assessed using the computerized Conners’ Kiddie Continuous Performance Test Version 5 (K-CPT™ V.5). PME effects on subcortical and cortical brain volumes and cortical thickness were tested by general linear model with type III sum of squares, adjusting for PTE, prenatal marijuana exposure, age at time of scan, gender, handedness, pulse sequence and total intracranial volume (for volumetric outcomes). A similar analysis was done for PTE effects on subcortical and cortical brain volumes and thickness, adjusting for PME and the above covariates. Results: Children with PME had significantly reduced caudate nucleus volumes and cortical thickness increases in perisylvian and orbital-frontal cortices. In contrast, children with PTE showed cortical thinning in perisylvian and lateral occipital cortices and volumetric increases in frontal regions and decreases in anterior cingulate. PME was positively related and caudate volume was inversely related to K-CPT reaction time by inter-stimulus interval, a measure of the ability to adjust to changing task demands, suggesting that children with PME may have subtle attentional deficits mediated by caudate volume reductions. Conclusions: Our results suggest that PME and PTE may have distinct differential cortical effects on the developing central nervous system. Additionally, PME may be associated with subtle deficits in attention mediated by caudate volume reductions.
Silver In Situ Hybridization (SISH) For Determination of HER2 Gene Status in Breast Carcinoma: Comparison With FISH and Assessment of Interobserver Reproducibility

The importance of HER2 status in breast cancer management has focused attention on the ability of clinical assays to correctly assign HER2 amplification status. There is no consensus as to the best method for assessing HER2 status. Disadvantages of fluorescence in situ hybridization (FISH) testing include longer time required for staining and scoring slides, requirements for specialized training and fluorescence microscopy, and loss of the signal due to quenching of the fluorescent dye. Silver-enhanced in situ hybridization (SISH) is a rapid fully automated assay providing permanently stained slides that are interpreted by conventional bright field microscopy which enables pathologists to evaluate slides within the context of tissue morphology. This study evaluates the concordance between SISH and FISH assays in determining the status of HER2 gene amplification in a cohort of 298 primary invasive breast carcinomas. Furthermore, we assessed in detail the variables contributing to interobserver interpretive reproducibility of HER2 SISH among 10 pathologists. HER2 was quantified using the ratio of HER2 to CHR17 signals using the conventional historical interpretation scale and also by the American Society of Clinical Oncology/College of American Pathologists reporting scheme. For SISH status determined by consensus among 10 pathologists, overall concordance between SISH and FISH was identified in 288 of 298 cases (96.6%) using the conventional Food and Drug Administration approved criteria. Overall agreement was observed in 282 of 285 cases (98.9%) using the American Society of Clinical Oncology/College of American Pathologists result reporting scheme (with equivocal cases removed). In conclusion, SISH represents a novel approach for the determination of HER2 status in breast cancer. The overall concordance between SISH and FISH is excellent, and the interpretation of SISH results by pathologists is most reproducible using the HER2/CHR17 ratio.
Understanding the Experiences of Mothers Who Are Breastfeeding an Infant with Tongue-Tie

Background: Tongue-tie or ankyloglossia is a congenital condition that negatively affects breastfeeding. The thickened, tightened, or shortened frenulum affects the infant’s ability to suck and frequently results in sore and painful nipples. Although several studies have investigated outcomes associated with treatment of tongue-tie, none have investigated mothers’ experiences of breastfeeding an infant with tongue-tie. Objective: This study aimed to understand the breastfeeding experiences of women whose infants have tongue-tie. Methods: A hermeneutic phenomenological design was employed. Data were collected using focused interviews and, following transcription, were analyzed in the phenomenological tradition. Ten women who presented at a breastfeeding clinic with feeding problems, and were diagnosed with tongue-tie, were interviewed on 2 occasions. Results: The analysis revealed a common story of tension between the mothers’ expectations and the breastfeeding challenges they faced. Their journey was characterized by 6 distinct phases described in the following themes: Expectations; Something is wrong; Questioning, seeking advice, no real answers; Symptoms and perseverance; Approaching the wall—it’s all too much; and finally, Relief. Conclusion: The women in this study described a somewhat harrowing journey, which was at odds with the natural experience they had anticipated. They encountered health professionals who were found to have limited knowledge of tongue-tie and its potential effect on breastfeeding and were unable to provide appropriate advice concerning their breastfeeding difficulties. However, following treatment with frenotomy, their breastfeeding experience improved dramatically. The reported incidence of tongue-tie is significant, and early identification and prompt and effective management would contribute to improved breastfeeding.
Les transporteurs vésiculaires du glutamate, VGLUT1 et VGLUT2, dans les maladies de Parkinson et d'Alzheimer

Le glutamate est le neurotransmetteur excitateur majeur du systeme nerveux central (SNC). Nombreuses donnees suggerent l'implication du glutamate dans differentes maladies neurologiques ou psychiatriques. Cependant, malgre son role majeur, la recherche sur la neurotransmission glutamatergique a ete longtemps ralentie par l'absence de marqueurs specifiques de ces neurones. VGLUTs sont des marqueurs absolument specifiques de la transmission glutamatergique. Cette etude a demontre des perturbations majeures de VGLUT1 et VGLUT2 au cortex prefrontal des patients atteinte de la maladie de parkinsons et d'Alzheimer ainsi que au striatum des sujets parkinsoniens. Si on souhaite restaurer les fonctions motrices et cognitives chez ces patients, ces donnees devront etre prises en compte pour les traitements futurs de ces deux maladies.
Augmenting fMRI-generated brain connectivity with temporal information

fMRI is an established neuroimaging technique providing a snapshot sequence of brain activity with very high spatial resolution. An efficient data mining algorithm is proposed for agumenting voxel activation detection, best performed spatially, with task-specific information, which is primarily temporal. Thus, the observation of evolution of brain region co-activation through fMRI is enhanced. Also, based on the AAL2 standard brain atlas, a neurophysiological interpretation of the findings during a motor task is offered, strengthening the validity of the proposed algorithm.