Miracle-dz/UniFAR-FTUs huggingface dataset:
Networking Delay And Channel Errors In Distributed Decision Fusion

The effects of transmission delay and channel errors on the performance of a distributed fusion system is studied. At a given time instant, the decisions from some sensors may not be available at the fusion center due to the transmission delays. Assuming that the fusion center has to make a decision based on the data from the rest of the sensors, provided that at least one peripheral decision has been received, it is shown that the optimal decision rule that maximizes the probability of detection for fixed probability of false alarm at the fusion center is the Neyman-Pearson test at the fusion center and the sensors as well. Furthermore, it is shown that, in the case of noisy channels, the decision made by each sensor depends on the reliability of the corresponding transmission channel. Moreover, the probability of false alarm at the fusion is restricted by the channel errors. For a given decision rule, the probability of any channel being in error must be kept at a certain level in order to achieve a desired probability of false alarm at the fusion. A suboptimal, but very near-to-optimal, computationally efficient algorithm is developed to solve for the sensor and fusion thresholds sequentially. Numerical results are provided to demonstrate the closeness of the solutions obtained by the suboptimal algorithm to the optimal solutions.
Menstrual attitude dimensions, Anxiety and Body Esteem in adolescent girls

ABSTRACT One of the horrifying experiences that adolescent girls endure is menstruation. Understanding how some individual-related factors affect menstrual attitudes has substantial implications for coping with difficulties that come with it. We tested the direct and interactive effect of anxiety and body esteem dimensions (attribution, weight & appearance) on dimensions of menstrual attitudes (debilitating, bothersome, natural, prediction & denial) among adolescent girls in Ibadan, Nigeria. This is a cross- sectional survey of 276 secondary schools girls aged 12–19 years (M= 14.89, SD= 1.46). Multivariate Analysis of Variance results revealed adolescent girls with lower anxiety reported positive menstrual attitude by anticipating the onset of menstruation. Body esteem-appearance directly influenced both debilitating and bothersome dimensions of menstrual attitude; suggesting girls with higher body esteem for appearance positively accept menstrual experience as weakening and inconvenient. Interactively, anxiety and appearance dimension of body esteem influenced prediction dimension; likewise anxiety, weight and attribution dimensions of body esteem. It is concluded that body esteem and less anxiety are important for adolescent girls’ positive menstrual attitudinal change. Thus, reduced apprehension and high self-respect for body appearance and weight are recommended for accepting menstruation as a normal bodily function occurrence during a woman’s reproductive lifespan.
Comparison of Human Mesenchymal Stem Cells Derived from Various Compartments of Human Adipose Tissue and Tunica Adventitia Layer of the Arteries Subsequent to Organ Donation.

Background Mesenchymal stem cells are one of the most interesting cell sources used in regenerative medicine. Objective In the present study, we isolated and characterized the mesenchymal stem cells from various compartments of human adipose tissue and tunica adventitia layer of the arteries. Methods Tissue explant culture was done from various compartments of the human adipose tissue and tunica adventitia layer of the arteries, including adipose tissue far from the vessels, perivascular tissues that are completely attached to the vessels, and tunica adventitia layer of the arteries. After the cell culture, characterization of the cells was determined at 3rd-5th passages. Flow cytometry was performed for antigen expression analysis of CD34, CD45, CD44, CD90, CD29, CD73, and CD105. For the evaluation of cell differentiation potential, adipogenic and osteogenic differentiation was conducted under appropriate protocols. Results The cells were positive for CD44, CD90, CD29, and CD73 and negative for CD34, CD45, and CD105. Adipogenic and osteogenic differentiation potentials were different among the cells from various compartments. The cells derived from perivascular tissue demonstrated better adipogenic and osteogenic differentiation. Conclusion It is essential to characterize the cells from different tissues and compartments for different purposes in regenerative medicine.
Roles of regulatory T cells in the pathogenesis of pediatric aplastic anemia

Abstract The pathogenesis of aplastic anemia (AA) in children is not clear. This study was conducted to investigate the changes in the proportion and function of regulatory T cells (Tregs) in pediatric AA. The proportion of Tregs, mRNA levels of transcription factors, and concentrations of cytokines were measured by flow cytometry, reverse transcription-PCR, and enzyme-linked immunosorbent assay, respectively. Tregs were co-cultured with effector T cells (Teff) to evaluate the function of Tregs. The proportion of Tregs after immunosuppressive therapy (IST) in pediatric AA was monitored dynamically. Compared to the control, the proportions of Tregs in peripheral blood and bone marrow lymphocytes of the untreated AA group were lower (1.31% ± 0.73% vs. 3.16% ± 0.92%, 1.49% ± 0.81% vs. 3.06% ± 0.82%, respectively, p < 0.001). The mRNA levels of FOXP3 and STAT3 in the AA group were lower (p = 0.014; p < 0.001). However, the mRNA levels of T-BET did not significantly differ between groups. The concentration of interferon-γ and interleukin-17 in the AA group were higher (p = 0.004; p = 0.003), whereas the concentration of TGF-β decreased (p = 0.044). The immunosuppressive function of Tregs was impaired in the AA group. After IST, the proportion of Tregs was significantly lower than that in the control. The proportion of Tregs at the time of diagnosis in the nonresponsive group was lower than that in the responsive group, but the difference was not significant. Treg levels were significantly decreased and were functionally impaired at the time of diagnosis of pediatric AA. However, there was no significant change in Tregs at the resolution of AA.
Development of Novel antimiRzymes for Targeted Inhibition of miR-21 Expression in Solid Cancer Cells

MicroRNAs (miRNAs) are short non-coding RNAs that are involved in the regulation of gene expression. Previous reports showed an over-expression of miRNA-21 (miR-21) in various cancer cells, and its up-regulation is closely related to cancer initiation, proliferation and metastasis. In this work, we envisioned the development of novel antimiRzymes (anti-miRNA-DNAzyme) that are capable of selectively targeting and cleaving miR-21 and inhibit its expression in cancer cells using the DNAzyme technique. For this purpose, we have designed different antimiRzyme candidates by systematically targeting different regions of miR-21. Our results demonstrated that RNV541, a potential arm-loop-arm type antimiRzyme, was very efficient (90%) to suppress miR-21 expression in U87MG malignant glioblastoma cell line at 200 nM concentration. In addition, RNV541 also inhibited miR-21 expression (50%) in MDA-MB-231 breast cancer cell line. For targeted delivery, we conjugated RNV541 with a transferrin receptor (TfR) targeting aptamer for TfR-mediated cancer cell delivery. As expected, the developed chimeric structure efficiently delivered the antimiRzyme RNV541 into TfR positive glioblastoma cells. TfR aptamer-RNV541 chimeric construct showed 52% inhibition of miR-21 expression in U87MG glioblastoma cells at 2000 nM concentration, without using any transfection reagents, making it a highly desirable strategy to tackle miR-21 over-expressed malignant cancers. Although these are in vitro based observations, based on our results, we firmly believe that our findings could be beneficial towards the development of targeted cancer therapeutics where conventional therapies face several challenges.
Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization

Purpose To develop and validate a classifier system for prediction of prostate cancer (PCa) Gleason score (GS) using radiomics and texture features of T2-weighted imaging (T2w), diffusion weighted imaging (DWI) acquired using high b values, and T2-mapping (T2). Methods T2w, DWI (12 b values, 0–2000 s/mm2), and T2 data sets of 62 patients with histologically confirmed PCa were acquired at 3T using surface array coils. The DWI data sets were post-processed using monoexponential and kurtosis models, while T2w was standardized to a common scale. Local statistics and 8 different radiomics/texture descriptors were utilized at different configurations to extract a total of 7105 unique per-tumor features. Regularized logistic regression with implicit feature selection and leave pair out cross validation was used to discriminate tumors with 3+3 vs >3+3 GS. Results In total, 100 PCa lesions were analysed, of those 20 and 80 had GS of 3+3 and >3+3, respectively. The best model performance was obtained by selecting the top 1% features of T2w, ADCm and K with ROC AUC of 0.88 (95% CI of 0.82–0.95). Features from T2 mapping provided little added value. The most useful texture features were based on the gray-level co-occurrence matrix, Gabor transform, and Zernike moments. Conclusion Texture feature analysis of DWI, post-processed using monoexponential and kurtosis models, and T2w demonstrated good classification performance for GS of PCa. In multisequence setting, the optimal radiomics based texture extraction methods and parameters differed between different image types.
An eHealth decision‐support tool to prioritize referral practices for genetic evaluation of patients with Wilms tumor

Over 10% of children with Wilms tumor (WT) have an underlying cancer predisposition syndrome (CPS). Cognizant of increasing demand for genetic evaluation and limited resources across health care settings, there is an urgent need to rationalize genetic referrals for this population. The McGill Interactive Pediatric OncoGenetic Guidelines study, a Canadian multi‐institutional initiative, aims to develop an eHealth tool to assist physicians in identifying children at elevated risk of having a CPS. As part of this project, a decisional algorithm specific to WT consisting of five tumor‐specific criteria (age <2 years, bilaterality/multifocality, stromal‐predominant histology, nephrogenic rests, and overgrowth features) and universal criteria including features of family history suspicious for CPS and congenital anomalies, was developed. Application of the algorithm generates a binary recommendation—for or against genetic referral for CPS evaluation. To evaluate the algorithm's sensitivity for CPS identification, we retrospectively applied the tool in consecutive pediatric patients (n = 180) with WT, diagnosed and/or treated at The Hospital for Sick Children (1997–2016). Odds ratios were calculated to evaluate the strengths of associations between each criterion and specific CPS subtypes. Application of the algorithm identified 100% of children with WT and a confirmed CPS (n = 27). Age <2 years, bilaterality/multifocality, and congenital anomalies were strongly associated with pathogenic variants in WT1. Presence of >1 overgrowth feature was strongly associated with Beckwith‐Wiedemann syndrome. Stromal‐predominant histology did not contribute to CPS identification. We recommend the incorporation of the WT algorithm in the routine assessment of children with WT to facilitate prioritization of genetic referrals in a sustainable manner.
Pervasive Arctic lead pollution suggests substantial growth in medieval silver production modulated by plague, climate, and conflict

Significance Detailed lead pollution measurements in an array of 13 ice cores spanning nearly half the Arctic showed surprisingly similar temporal variability during the past 2 millennia until the Industrial Revolution. Lead pollution increased by 250- to 300-fold from the Early Middle Ages to the 1970s industrial peak, reflecting large-scale emissions changes from ancient European silver production, recent fossil fuel burning, and other industrial activities. Pronounced decadal-scale increases coincided with exploitation of new mining districts, technology development, and periods of economic prosperity, while decreases coincided with climate disruptions, famines, major wars, and plagues. Despite midlatitude pollution abatement policies that reduced Arctic lead pollution by >80% since the 1970s, recent levels remain 60-fold higher than at the start of the Middle Ages. Lead pollution in Arctic ice reflects large-scale historical changes in midlatitude industrial activities such as ancient lead/silver production and recent fossil fuel burning. Here we used measurements in a broad array of 13 accurately dated ice cores from Greenland and Severnaya Zemlya to document spatial and temporal changes in Arctic lead pollution from 200 BCE to 2010 CE, with interpretation focused on 500 to 2010 CE. Atmospheric transport modeling indicates that Arctic lead pollution was primarily from European emissions before the 19th-century Industrial Revolution. Temporal variability was surprisingly similar across the large swath of the Arctic represented by the array, with 250- to 300-fold increases in lead pollution observed from the Early Middle Ages to the 1970s industrial peak. Superimposed on these exponential changes were pronounced, multiannual to multidecadal variations, marked by increases coincident with exploitation of new mining regions, improved technologies, and periods of economic prosperity; and decreases coincident with climate disruptions, famines, major wars, and plagues. Results suggest substantial overall growth in lead/silver mining and smelting emissions—and so silver production—from the Early through High Middle Ages, particularly in northern Europe, with lower growth during the Late Middle Ages into the Early Modern Period. Near the end of the second plague pandemic (1348 to ∼1700 CE), lead pollution increased sharply through the Industrial Revolution. North American and European pollution abatement policies have reduced Arctic lead pollution by >80% since the 1970s, but recent levels remain ∼60-fold higher than at the start of the Middle Ages.
Role of Cardiac Septal Occluders in the Treatment of Gastrointestinal Fistulas: A Systematic Review

Treating gastrointestinal (GI) fistulas endoscopically is challenging owing to an established epithelial tract. The variety of endoscopic approaches is transforming endoscopy into a first-line therapy. However, many sessions are often required, with variable success rates. Owing to these limitations, the off-label use of cardiac septal occluders (CSOs) has been reported. We searched for articles related to CSOs in the MEDLINE, EMBASE, Cochrane Library, and LILACS databases and gray literature. The primary outcomes included technical success, clinical success, and safety of CSOs in GI fistula management. A total of 25,574 records were identified, and 19 studies ultimately satisfied the inclusion criteria. Technical success was achieved in all cases. Of the 22 fistulas, 77.27% had successful closure, with a mean follow-up period of 32.02 weeks. The adverse event rate was 22.72%, with no associated mortality. Univariable and multivariable regression analyses showed no significant difference in the success of closure and adverse events in relation to several variables among the subgroups. The use of CSOs appeared to be technically feasible, effective, and safe in the treatment of GI fistulas. The satisfactory results derived from this sparse literature suggest that it can be an option in the management of GI fistulas.
Thermal Effectiveness Enhancement of Autoclaved Aerated Concrete Wall with PCM-Contained Conical Holes to Reduce the Cooling Load

This work investigates and improves the thermal dynamics of autoclaved aerated concrete (AAC) wall containing phase change material (PCM). The PCM is paraffin wax loaded into conical holes drilled into the AAC. Filled AAC with three different numbers of PCM-filled holes (2, 3, and 4 conical holes, which are designated as AAC-2H, AAC-3H, and AAC-4H, respectively) as well as the unfilled original AAC were both tested under two different conditions: indoors (with controlled temperature) and outdoors (with actual weather). For the indoor experiment, a heater was used as a thermal source and set up to maintain the testing temperature at one of three levels: 40 °C, 50 °C, or 60 °C. The wall temperature was then measured on the surface with each horizontally-positioned wall as well as four different positions at various depths below the surface of the wall. It was found that AAC-4H was the optimum condition, which can produce outstandingly a time lag of approximately 27%, reduce a decrement factor of approximately 31%, and also decrease the room temperature. This reached approximately 9% when compared with that of ordinary AAC at the controlled testing temperature of 60 °C. All samples were further tested in actual weather to confirm the thermal performances of AAC-4H. Thermal effectiveness of AAC-4H was improved by extending approximately a 14.3% time lag, which reduces approximately a 4.3% decrement factor and achieving approximately 5% lower room temperature when compared with ordinary AAC.
Exploring the development of professional values in an online RN-to-BSN program

Background: Development of professional nursing values is critical within registered nurse–to–bachelor of science in nursing programs to prepare nurses for increasingly complex and diverse work environments. The results of previous studies have been inconsistent, with few studies focusing on online registered nurse–to–bachelor of science in nursing programs. In addition, little is known regarding the effectiveness of the educational methods used to support advancement of professional values and ethical practice. Objective: The object of this study was to gain an understanding of nursing students’ attitudes and beliefs about professional values at entry and exit of an online registered nurse–to–bachelor of science in nursing program that includes a standalone ethics course and integrates American Nurses Association Code of Ethics provisions throughout the curriculum. Research design: For this one-group pretest–posttest, quasi-experimental design, longitudinal matched-pair data were gathered at program entry and exit using the Nurses Professional Values Scale–Revised. Participants and research context: In all, 119 students of an online registered nurse–to–bachelor of science in nursing program at a Midwest public university who completed entry and exit surveys between spring 2015 and spring 2018 were included in this study. Ethical considerations: This study was reviewed and determined to be exempt by the university’s institutional review board. Findings: The results showed a significant increase in total posttest scores when considering all participants. However, students who took the ethics course after the pretest demonstrated a significant increase in posttest scores, while students who took the ethics course prior to the pretest demonstrated a small increase that was not statistically significant. Significant increases were also found in the professionalism, activism, and trust factors. Discussion: This study supports previous study findings where students scored higher on caring and lower on activism and professionalism factors. The largest gains were made after completing the ethics course. Conclusion: The results suggest that requiring a standalone ethics course in the registered nurse–to–bachelor of science in nursing curriculum had a positive impact on self-reported professional values.
Coding Principles in Adaptation.

Adaptation is a common principle that recurs throughout the nervous system at all stages of processing. This principle manifests in a variety of phenomena, from spike frequency adaptation, to apparent changes in receptive fields with changes in stimulus statistics, to enhanced responses to unexpected stimuli. The ubiquity of adaptation leads naturally to the question: What purpose do these different types of adaptation serve? A diverse set of theories, often highly overlapping, has been proposed to explain the functional role of adaptive phenomena. In this review, we discuss several of these theoretical frameworks, highlighting relationships among them and clarifying distinctions. We summarize observations of the varied manifestations of adaptation, particularly as they relate to these theoretical frameworks, focusing throughout on the visual system and making connections to other sensory systems. Expected final online publication date for the Annual Review of Vision Science Volume 5 is September 16, 2019. Please see http://www.annualreviews. org/page/journal/pubdates for revised estimates.
Recombinant Adeno-Associated Virus Gene Therapy in Light of Luxturna (and Zolgensma and Glybera): Where Are We, and How Did We Get Here?

The recent market approvals of recombinant adeno-associated virus (rAAV) gene therapies in Europe and the United States are landmark achievements in the history of modern science. These approvals are also anticipated to herald the emergence of a new class of therapies for monogenic disorders, which had hitherto been considered untreatable. These events can be viewed as stemming from the convergence of several important historical trends: the study of basic virology, the development of genomic technologies, the imperative for translational impact of National Institutes of Health-funded research, and the development of economic models for commercialization of rare disease therapies. In this review, these historical trends are described and the key developments that have enabled clinical rAAV gene therapies are discussed, along with an overview of the current state of the field and future directions. Expected final online publication date for the Annual Review of Virology Volume 6 is September 30, 2019. Please see http://www.annualreviews. org/page/journal/pubdates for revised estimates.
A study on violence against doctors in selected cities of Gujarat

Introduction: Various media are reporting that violence against doctors in country is increasing. Due to this, doctors are stressed out in their profession. The present study was conducted with objectives to find out the prevalence of verbal and physical violence against doctors and to identify the perceived aggravating factors associated with workplace violence. Materials and Methods: It was a cross-sectional study. A total of 117 doctors participated in the study from different cities of Gujarat. The study was conducted in the year 2017. Results: The mean age of the study participants was 44.11 ± 11.77 years. Ninety-eight (83.8%) participants were male and 19 (16.2%) were female. One hundred and ten (94.02%) study participants believed that violence against health-care staff is a serious issue in the current scenario. More than two-third (89.74%) of the participants perceived increases in violence in the past few decades. Sixty-five (55.56%) study participants had experienced verbal violence. Five (4.27%) study participants had experienced physical violence. One hundred and eleven (94.87%) study participants believed that hospital securities are given less importance. Almost all the (93.16%) study participants assumed that violence occurs due to absence of law. Conclusion: The study concludes that violence on doctors' has increased in the last few years in India. Verbal violence was experienced by more than 50% of the participants. The common determinants of violence against doctor were poor hospital security, absence of proper law, unrealistic expectation from patients and relatives, overburdened hospital, low literacy, and poor communication skills among doctors.