Miracle-dz/UniFAR-FTUs huggingface dataset:
MO-G-17A-05: PET Image Deblurring Using Adaptive Dictionary Learning.

PURPOSE The aim of this work is to deblur PET images while suppressing Poisson noise effects using adaptive dictionary learning (DL) techniques. METHODS The model that relates a blurred and noisy PET image to the desired image is described as a linear transform y=Hm+n where m is the desired image, H is a blur kernel, n is Poisson noise and y is the blurred image. The approach we follow to recover m involves the sparse representation of y over a learned dictionary, since the image has lots of repeated patterns, edges, textures and smooth regions. The recovery is based on an optimization of a cost function having four major terms: adaptive dictionary learning term, sparsity term, regularization term, and MLEM Poisson noise estimation term. The optimization is solved by a variable splitting method that introduces additional variables. We simulated a 128×128 Hoffman brain PET image (baseline) with varying kernel types and sizes (Gaussian 9×9, σ=5.4mm; Uniform 5×5, σ=2.9mm) with additive Poisson noise (Blurred). Image recovery was performed once when the kernel type was included in the model optimization and once with the model blinded to kernel type. The recovered image was compared to the baseline as well as another recovery algorithm PIDSPLIT+ (Setzer et. al.) by calculating PSNR (Peak SNR) and normalized average differences in pixel intensities (NADPI) of line profiles across the images. RESULTS For known kernel types, the PSNR of the Gaussian (Uniform) was 28.73 (25.1) and 25.18 (23.4) for DL and PIDSPLIT+ respectively. For blinded deblurring the PSNRs were 25.32 and 22.86 for DL and PIDSPLIT+ respectively. NADPI between baseline and DL, and baseline and blurred for the Gaussian kernel was 2.5 and 10.8 respectively. CONCLUSION PET image deblurring using dictionary learning seems to be a good approach to restore image resolution in presence of Poisson noise. GE Health Care.
A randomized controlled trial of smoking cessation counseling after myocardial infarction.

BACKGROUND Smoking cessation after myocardial infarction (MI) has been associated with a 50% reduction in mortality but in-hospital smoking cessation interventions are rarely part of routine clinical practice. METHODS One hundred cigarette smokers consecutively admitted during 1996 with MI were assigned to minimal care or to a hospital-based smoking cessation program. Intervention consisted of bedside cessation counseling followed by seven telephone calls over the 6 months following discharge. Primary outcomes were abstinence rates measured at 6 months and 1 year post-discharge. RESULTS At follow-up, 43 and 34% of participants in minimal care and 67 and 55% of participants in intervention were abstinent at 6 and 12 months. respectively (P<0.05). Abstinence rates were calculated assuming that participants lost to attrition were smokers at follow-up. Intervention and self-efficacy were independent predictors of smoking status at follow-up. Low self-efficacy combined with no intervention resulted in a 93% relapse rate by 1 year (P<0.01). CONCLUSIONS A hospital-based smoking cessation program consisting of inpatient counseling and telephone follow-up substantially increases smoking abstinence 1 year after discharge in patients post-MI. Patients with low self-efficacy are almost certain to relapse without intervention. Such smoking cessation programs should be part of the management of patients with MI.
Neural Correlates of Nature Stimuli: An fMRI Study

OBJECTIVE: Examine whether there are unique patterns of brain activation associated with exposure to photographic sky compositions (representing nature stimuli) as compared with other positive, negative, and neutral images. BACKGROUND: The positive impact of nature images on health outcomes traditionally has been measured using behavioral and physiological indicators. However, there is a lack of understanding of the underlying neural mechanism that explains this positive influence. METHODS: A combination of behavioral responses and functional magnetic resonance imaging (fMRI) technology was used to address research questions. Ten participants belonging to five age groups were subjected to short (25 seconds) exposures of 32 images while their brain activation was monitored via the BOLD response. In a separate run, participants were subjected to extended exposures (12 minutes) of a sky composition and an image of a traditional ceiling. RESULTS: The results show that the activation patterns produced by sky compositions and positive images were quite similar as compared to negative or neutral images. However, sky compositions also produced some unique areas of activation, including those associated with spatial cognition, the expanse of space, circadian rhythm, and perceived motion. In the extended exposure condition, sky compositions tended to activate regions associated with dreaming, while traditional ceiling images activated regions that are related to face processing and potentially visual hallucinations. CONCLUSIONS: Nature stimuli, with a combination of vegetation and sky, may produce unique beneficial effects not present in general positive stimuli.
Improvement of the WENO scheme smoothness estimator

This paper has analyzed the weights of the fifth‐order weighted essentially nonoscillatory scheme suggested by Jiang and Shu and a modified smoothness estimator is suggested to improve the accuracy. Using a function of the minimum and maximum of the original smoothness estimators, the new smoothness estimators have smaller variation among them than the original ones in smooth regions. Hence, as the new weights are closer to the optimal weights, the numerical accuracy is improved. Several numerical experiments are presented to demonstrate the accuracy and robustness of the new scheme. Copyright © 2009 John Wiley & Sons, Ltd.
Intra-document Coreference Resolution: The state of the art

Intra-document coreference resolution, which is the process of partitioning intra-document mentions into different real world entities, includes personal pronoun resolution and noun phrase resolution, and is always one of the key problems of natural language processing. In recent years, there have been extensive studies and rapid progresses in coreference resolution. After distinguishing several related concepts and summarizing the basic coreference types, this paper analyses the past 30 years research line on coreference resolution. It is pointed out that the current key problems and research trends are global optimization, the use of deep linguistical and background knowledge, and the combination of linguistical models and statistical models. Finally, the related international evaluations, evaluation metrics, related corpora and tools are described in detail.
Neural SLAM

We present an approach for agents to learn representations of a global map from sensor data, to aid their exploration in new environments. To achieve this, we embed procedures mimicking that of traditional Simultaneous Localization and Mapping (SLAM) into the soft attention based addressing of external memory architectures, in which the external memory acts as an internal representation of the environment. This structure encourages the evolution of SLAM-like behaviors inside a completely differentiable deep neural network. We show that this approach can help reinforcement learning agents to successfully explore new environments where long-term memory is essential. We validate our approach in both challenging grid-world environments and preliminary Gazebo experiments. A video of our experiments can be found at: this https URL.
[Internal validity and diagnostic utility of the Eating Disorder Inventory in Mexican women].

OBJECTIVE To assess the diagnostic utility and internal validity of the Eating Disorder Inventory (EDI-2) in Mexican women. MATERIAL AND METHODS An observational, cross-sectional study was conducted between October 2000 and January 2001. The sample population consisted of two groups of women: patients diagnosed with anorexia nervosa or bulimia, but no other psychiatric pathology, seen by psychiatrists at the Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán (National Institute of Medical Sciences and Nutrition Salvador Zubirán), and a randomly selected sample of women from a school in Mexico City. A structured interview was conducted using SCID/DSM-IV as the gold standard. Finally the EDI-2 was administered. Statistical analysis was performed using Student's t test for independent samples, Cronbach's alpha test, and calculation of sensitivity, specificity, and positive and negative predictive values. RESULTS No significant differences were found for weight, height, and body mass index. Women with no eating disorders were younger than those with eating disorders (16.7 +/- 2.8 vs. 19.9 +/- 4.3, p = 0.004). The EDI-2 total score was clearly different between the groups (53.8 +/- 32.4 vs. 146.3 +/- 45.6 respectively, p < 0.001). All Cronbach's alpha coefficients for all subscales were over 0.85. For the total score, a sensitive cutoff point of 80 (sensitivity 90.9, 95% confidence interval [CI] 69.4 to 98.4; specificity 80, 95% CI 58.7 to 92.4) and a specific cutoff point of 105 (sensitivity 81.8, 95% CI 59 to 94; specificity 89.3, 95% CI 70.6 to 97.2) are recommended. CONCLUSIONS The EDI-2 has a high internal validity and should be a useful tool to assess eating disorders.
Application of the Theory of Gender and Power to Examine HIV-Related Exposures, Risk Factors, and Effective Interventions for Women

Developed by Robert Connell, the theory of gender and power is a social structural theory based on existing philosophical writings of sexual inequality and gender and power imbalance. According to the theory of gender and power, there are three major social structures that characterize the gendered relationships between men and women: the sexual division of labor, the sexual division of power, and the structure of cathexis. The aim of this article is to apply an extended version of the theory of gender and power to examine the exposures, social/behavioral risk factors, and biological properties that increase women’s vulnerability for acquiring HIV. Subsequently, the authors review several public health level HIV interventions aimed at reducing women’s HIV risk. Employing the theory of gender and power among women marshals new kinds of data, asks new and broader questions with regard to women and their risk of HIV, and, most important, creates new options for prevention.
Imaging methods in diagnosis and evaluation of treatment of rheumatoid arthritis patients

Conventional radiography is a common imaging method in diagnosis of rheumatoid arthritis. Modified Sharp method and Larsen-Dale method are applied for accurately scoring of joint damages. Intensity of radiological destructive changes are correlated with disease activity and deterioration of joints function. Ultrasonography is the method of evaluation of joints structures, especially soft tissue of movement system. Evaluation of flow in vessels in synovium using Power Doppler enables to estimate angiogenesis in inflammatory joints and is correlated with disease activity. Computed tomography allows to detect destructive changes more early than conventional radiography. Magneting resonance imaging allows accurate evaluation of soft tissues and bones and multilevel imaging of structures localized inside body as atlantooccipital and atlantoaxial joints and extra-articular changes concerned mainly nervous system, vessels, fascia and muscles.
Assessment of Cardiovascular Apoptosis in the Isolated Rat Heart by Magnetic Resonance Molecular Imaging

Apoptosis, an active process of cell self-destruction, is associated with myocardial ischemia. The redistribution of phosphatidylserine (PS) from the inner to the outer leaflet of the cell membrane is an early event in apoptosis. Annexin V, a protein with high specificity and tight binding to PS, was used to identify and localize apoptosis in the ischemic heart. Fluorescein-labeled annexin V has been used routinely for the assessment of apoptosis in vitro. For the detection of apoptosis in vivo, positron emission tomography and single-photon emission computed tomography have been shown to be suitable tools. In view of the relatively low spatial resolution of nuclear imaging techniques, we developed a high-resolution contrast-enhanced magnetic resonance imaging (MRI) method that allows rapid and noninvasive monitoring of apoptosis in intact organs. Instead of employing superparamagnetic iron oxide particles linked to annexin V, a new T1 contrast agent was used. To this effect, annexin V was linked to gadolinium diethylenetriamine pentaacetate (Gd-DTPA)-coated liposomes. The left coronary artery of perfused isolated rat hearts was ligated for 30 min followed by reperfusion. T1 and T2* images were acquired by using an 11.7-T magnet before and after intracoronary injection of Gd-DTP-labeled annexin V to visualize apoptotic cells. A significant increase in signal intensity was visible in those regions containing cardiomyocytes in the early stage of apoptosis. Because labeling of early apoptotic cell death in intact organs by histological and immunohistochemical methods remains challenging, the use of Gd-DTPA-labeled annexin V in MRI is clearly an improvement in rapid targeting of apoptotic cells in the ischemic and reperfused myocardium.
Summary Report on the ISOBM TD-4 Workshop: Analysis of 56 Monoclonal Antibodies against the MUC1 Mucin

Sixteen research groups participated in the ISOBM TD-4 Workshop in which the reactivity and specificity of 56 monoclonal antibodies against the MUC1 mucin was investigated using a diverse panel of target antigens and MUC1 mucin- related synthetic peptides and glycopeptides. The majority of antibodies (34/56) defined epitopes located within the 20-amino acid tandem repeat sequence of the MUC1 mucin protein core. Of the remaining 22 antibodies, there was evidence for the involvement of carbohydrate residues in the epitopes for 16 antibodies. There was no obvious relationship between the type of immunogen and the specificity of each antibody. Synthetic peptides and glycopeptides were analyzed for their reactivity with each antibody either by assay of direct binding (e.g. by ELISA or BiaCore) or by determining the capacity of synthetic ligands to inhibit antibody binding interactions. There was good concordance between the research groups in identifying antibodies reactive with peptide epitopes within the MUC1 protein core. Epitope mapping tests were performed using the Pepscan analysis for antibody reactivity against overlapping synthetic peptides, and results were largely consistent between research groups. The dominant feature of epitopes within the MUC1 protein core was the presence, in full or part, of the hydrophilic sequence of PDTRPAP. Carbohydrate epitopes were less easily characterized and the most useful reagents in this respect were defined oligosaccharides, rather than purified mucin preparations enriched in particular carbohydrate moieties. It was evident that carbohydrate residues were involved in many epitopes, by regulating epitope accessibility or masking determinants, or by stabilizing preferred conformations of peptide epitopes within the MUC1 protein core. Overall, the studies highlight concordance between groups rather than exposing inconsistencies which gives added confidence to the results of analyses of the specificity of anti-mucin monoclonal antibodies.
Sunscreen application technique in photosensitive patients: a quantitative assessment of the effect of education

Photosensitive patients are known to apply insufficient sunscreen and to neglect several prominently exposed skin sites. The aim of this study was to use fluorescence spectroscopy to assess the effect of education on sunscreen application technique in the short and longer term. Six patients with longstanding photosensitivity conditions were asked to apply an intrinsically fluorescent sunscreen to exposed skin, as they normally would on a sunny day. Detailed fluorescence measurements were taken from 70 sites on the head, neck and arms. Using the previously established dose‐response relationship for cream fluorescence, measurements were converted to equivalent thicknesses of cream. Patients were told the results of their sunscreen application assessment and deficiencies in technique were highlighted. Following education, application technique was reassessed twice, after intervals of 2 weeks and 6 months. Before education, sunscreen application was poor with inadequate amounts applied, and prominently exposed sites including ears, temples and neck often missed. At 2 weeks following education, improved application was seen at all sites, and the improvement was sustained at 6 months. Overall, education improved sunscreen application from a baseline median sunscreen thickness of 0.11 mg/cm2 to 0.82 mg/cm2 at 2 weeks and 1.13 mg/cm2 at 6 months (P<0.0001). Notably, median sunscreen thickness on the face improved from a baseline of 0.33 mg/cm2 to 1.51 mg/cm2 at 6 months. These findings demonstrate the importance of careful instruction to patients concerning sunscreen application technique; failure to do this may result in overconfidence in the ability of a sunscreen to protect. The next step is to assess a larger number of photosensitive patients with different diagnoses and to see whether improved technique correlates with improvement in clinical features.
Transcriptional regulation of the apolipoprotein B100 gene: purification and characterization of trans-acting factor BRF-2

Apolipoprotein B100 (apoB), the only protein of low-density lipoprotein, is produced primarily in the liver and serves as a ligand for the low-density lipoprotein receptor. Hepatic cell-specific expression of the human apoB gene is controlled by at least two cis-acting positive elements located between positions-128 and -70 (H. K. Das, T. Leff, and J.L. Breslow, J. Biol. Chem. 263:11452-11458, 1988). The distal element (-128 to -85) appears to be liver specific since it shows positive activity in HepG2 cells and negative activity in HeLa cells. The proximal element (-84 to -70) acts as a positive element in both these cell lines, and two rat liver nuclear proteins, BRF-1 and C/EBP, bind to two overlapping sites (-84 to -60 and -70 to -50, respectively). By gel mobility shift assay, we have identified a rat liver nuclear protein (BRF-2) which binds to the distal element (-128 to -85) of the apoB gene. This putative trans-acting factor has been purified to apparent homogeneity by DEAE-cellulose, heparin-agarose, and DNA-specific affinity chromatography. The purified BRF-2 has an apparent molecular mass of 120 kDa and was found to specifically recognize sequence -128 to -85; BRF-2 also produced a strong hypersensitive site at nucleotide position -95 with copper-orthophenanthroline reagent. A double-stranded oligonucleotide (-128 to -85) containing a 3-nucleotide (TTC) insertion between position -95 and -94 was found to abolish DNA binding by BRF-2. This result suggests that the region surrounding the hypersensitive site -95 is important for protein-DNA interaction. By using apoB promoter fragments containing various internal deletions as templates for gel mobility shift assay, the region between -104 and -85 was identified to be crucial for binding by BRF-2. We propose that BRF-2 may play an important role in the tissue-specific regulation of apoB gene transcription.
Elongated Dusty Structures in a Glow Discharge Plasma

An extended 3-D dusty structure was found in dc glow discharge plasma under conditions where gravity is important. The plasma-dust structure fills the whole length of a stratified positive column. In fact, the structure extends far beyond the limits of a plasma trap. The dusty plasma formation occupies the whole volume of luminescence of a positive column and consists of more than 6.5 million macroparticles. The diameter and length of the cylindrical dusty structure are 20 mm and 120 mm.
Failure analysis of the cement mantle in total hip arthroplasty with an efficient probabilistic method

Accurate prediction of long-term behaviour of cemented hip implants is very important not only for patient comfort but also for elimination of any revision operation due to failure of implants. Therefore, a more realistic computer model was generated and then used for both deterministic and probabilistic analyses of the hip implant in this study. The deterministic failure analysis was carried out for the most common failure states of the cement mantle. On the other hand, most of the design parameters of the cemented hip are inherently uncertain quantities. Therefore, the probabilistic failure analysis was also carried out considering the fatigue failure of the cement mantle since it is the most critical failure state. However, the probabilistic analysis generally requires large amount of time; thus, a response surface method proposed in this study was used to reduce the computation time for the analysis of the cemented hip implant. The results demonstrate that using an efficient probabilistic approach can significantly reduce the computation time for the failure probability of the cement from several hours to minutes. The results also show that even the deterministic failure analyses do not indicate any failure of the cement mantle with high safety factors, the probabilistic analysis predicts the failure probability of the cement mantle as 8%, which must be considered during the evaluation of the success of the cemented hip implants.
Biaxial nematic mesophases from shape-persistent mesogens with a fluorenone bending unit.

Nematic phases, applied in almost all commercial liquidcrystal (LC) displays, are LC phases with mesogens isotropically distributed and exhibiting orientational long-range order of one preferred molecular axis along a common direction defined by the so-called director. These are the phases with the lowest viscosity and besides the anisotropic properties, are most similar to isotropic liquids. Biaxial nematics should realise a long-range orientational order of all three molecular axes along three mutually perpendicular directors, but maintain the isotropic distribution of the molecular centres of gravity and their molecular mobility. Such phases are not only appealing from the viewpoint of basic research and theoretical modelling, but are also of technological interest to speed up the switching of LC displays. [1, 2, 3] After the prediction by Freiser, [4] Saupe and Yu were the first to discover such mesophases in a narrow region of the phase diagram of a lyotropic LC. [5] The much-pursued syn
Control strategy of energy storage station to smooth real-time power fluctuation

In order to improve the utilization of renewable energy in power system, it is needed to address the power fluctuation problem caused by grid interconnection of renewable energy power generation. A real-time dispatch method of energy storage station to smooth active power fluctuation is proposed in this paper. The real-time dispatch strategy is designed to smooth active power difference fluctuation by constantly updating renewable energy power output and predictive values of the load demand, to dispatch the energy storage station real-timely. The simulation results show that active power fluctuations are smoothed by the real-time dispatch strategy of energy storage station and power quality of renewable energy is improved.