723 research outputs found

    Key Factors for Reaching the Top of the Corporate Ladder

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    The purpose of this study is to in a succinct manner provide a clear delineation of key factors and primary points for increasing the likelihood of success and upward mobility in corporate America. Numerous facets of the personal and professional lives of corporate executives have been documented, studied, and debated. From the autobiographies of successful individuals such as Jack Welch’s “Winning” to analysis of the widely criticized executives, such as Home Depot’s former CEO Bob Nardelli, the lives of these high ranking corporate managers have been extensively scrutinized. However, despite the numerous studies, and with the study of any behavioral science holding the potential to return an innumerable amount of outcomes, it is obvious that portions of this field lend themselves to further analysis. Since the beginning of my working career, my interest has always centered on upper level management. From wondering how much the store manager at my first job got paid, to pondering the strategic moves of today’s Fortune 500 CEOs, my focus has been on the people driving organizations. Coupling this with my goal to one day attain an executive position, my recent curiosity has turned to how to best position myself to be considered for an executive level management position in the future. To do so, the most effective means appeared to be to interview senior level managers and executives within local companies and see what their experience and success has taught them and more importantly, what information they can pass on to a individual looking to one day earn a similar position

    A novel approach to error function minimization for feedforward neural networks

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    Feedforward neural networks with error backpropagation (FFBP) are widely applied to pattern recognition. One general problem encountered with this type of neural networks is the uncertainty, whether the minimization procedure has converged to a global minimum of the cost function. To overcome this problem a novel approach to minimize the error function is presented. It allows to monitor the approach to the global minimum and as an outcome several ambiguities related to the choice of free parameters of the minimization procedure are removed.Comment: 11 pages, latex, 3 figures appended as uuencoded fil

    Neural Network based Electron Identification in the ZEUS Calorimeter

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    We present an electron identification algorithm based on a neural network approach applied to the ZEUS uranium calorimeter. The study is motivated by the need to select deep inelastic, neutral current, electron proton interactions characterized by the presence of a scattered electron in the final state. The performance of the algorithm is compared to an electron identification method based on a classical probabilistic approach. By means of a principle component analysis the improvement in the performance is traced back to the number of variables used in the neural network approach.Comment: 20 pages, latex, 16 figures appended as uuencoded fil

    Transient Anomaly Imaging in Visco-Elastic Media Obeying a Frequency Power-Law

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    In this work, we consider the problem of reconstructing a small anomaly in a viscoelastic medium from wave-field measurements. We choose Szabo's model to describe the viscoelastic properties of the medium. Expressing the ideal elastic field without any viscous effect in terms of the measured field in a viscous medium, we generalize the imaging procedures, such as time reversal, Kirchhoff Imaging and Back propagation, for an ideal medium to detect an anomaly in a visco-elastic medium from wave-field measurements

    Magnetic resonance elastography in nonlinear viscoelastic materials under load.

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    Characterisation of soft tissue mechanical properties is a topic of increasing interest in translational and clinical research. Magnetic resonance elastography (MRE) has been used in this context to assess the mechanical properties of tissues in vivo noninvasively. Typically, these analyses rely on linear viscoelastic wave equations to assess material properties from measured wave dynamics. However, deformations that occur in some tissues (e.g. liver during respiration, heart during the cardiac cycle, or external compression during a breast exam) can yield loading bias, complicating the interpretation of tissue stiffness from MRE measurements. In this paper, it is shown how combined knowledge of a material's rheology and loading state can be used to eliminate loading bias and enable interpretation of intrinsic (unloaded) stiffness properties. Equations are derived utilising perturbation theory and Cauchy's equations of motion to demonstrate the impact of loading state on periodic steady-state wave behaviour in nonlinear viscoelastic materials. These equations demonstrate how loading bias yields apparent material stiffening, softening and anisotropy. MRE sensitivity to deformation is demonstrated in an experimental phantom, showing a loading bias of up to twofold. From an unbiased stiffness of [Formula: see text] Pa in unloaded state, the biased stiffness increases to 9767.5 [Formula: see text]1949.9 Pa under a load of [Formula: see text] 34% uniaxial compression. Integrating knowledge of phantom loading and rheology into a novel MRE reconstruction, it is shown that it is possible to characterise intrinsic material characteristics, eliminating the loading bias from MRE data. The framework introduced and demonstrated in phantoms illustrates a pathway that can be translated and applied to MRE in complex deforming tissues. This would contribute to a better assessment of material properties in soft tissues employing elastography

    Elastographie-IRM pour le diagnostic et la caractérisation des lésions du sein

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    L élastographie-IRM du sein (MRE) est une technique d imagerie fonctionnelle non invasive utilisant les propriétés visco-élastiques des tissus et qui permet comme en élastographie-échographie d évaluer la rigidité d une lésion. Il est également possible, à la différence de l élastographie-échographie, d évaluer le degré de viscosité d une lésion, et ainsi grâce à la combinaison élasticité/viscosité, comparée à l analyse des paramètres IRM classiques comme la morphologie ou la cinétique de rehaussement, d améliorer la caractérisation lésionnelle. Très peu d études en élastographie-IRM du sein ont été menées à ce jour, essentiellement du fait d une problématique instrumentale et de mise à disposition d une antenne dédiée sein équipé d un dispositif de génération des ondes de cisaillement dans le sein. Dans un premier temps, nous avons pu établir et optimiser une séquence élasto-IRM du sein sur une série de 10 volontaires saines. Cette séquence basée sur un principe de séquence Spin Echo EPI-MRE 3D, a permis l acquisition de 50 coupes en 10 minutes sur un sein, compatible avec la pratique clinique en IRM du sein. Une approche multifréquence à 37,5 Hz, 75 Hz et 112,5 Hz a été ensuite testée sur les trois dernières volontaires puis transférées à notre population de patientes. Cette séquence multifréquence permettait la continuité de diffusion des ondes dans le sein. 50 patientes présentant des lésions indéterminées ou suspectes du sein (37 cancers, 13 bénins) ont ensuite été incluses dans ce protocole et examinées par IRM du sein classique avec séquence supplémentaire élasto-IRM. Certaines patientes étaient aussi examinées en élasto-échographie. Les données IRM morphologiques, dynamiques et de visco-élasticité IRM ont été corrélées à l histologie. Nous avons pu montrer que les paramètres visco-élastiques IRM étaient fortement corrélés avec le score de malignité d une lésion (Bi-RADS ACR) et avec le caractère différentiel bénin/malin. C est notamment le paramètre Gd qui représente l élasticité, qui était plus faible en cas de lésion suspecte BI-RADS 5. Le paramètre Gl était plus élevé dans les lésions malignes par rapport aux lésions bénignes, avec un niveau de viscosité statistiquement supérieur dans les lésions malignes. Le meilleur paramètre semble être le rapport y (Gl/Gd) qui était aussi significativement élevé dans les lésions malignes par comparaison avec les lésions bénignes du sein, et qui a été analysé comme un facteur indépendant. En pratique, l ajout de la séquence MRE à un examen IRM du sein classique a permis dans notre étude d améliorer significativement la sensibilité de l IRM (de 78 à 91 %) sans perte de spécificité, celle-ci étant initialement très bonne dans cette étude. Nous n avons pas en revanche établi de lien entre la fibrose, la quantification vasculaire ou la nécrose pour expliquer ces phénomènes de visco-élasticité des tumeurs. En conclusion, l élasto-IRM peut s avérer utile pour améliorer le diagnostic de lésions du sein en IRM. Une poursuite des travaux avec optimisation de la séquence pour qu elle puisse permettre l analyse des deux seins sera nécessaire pour sa diffusion en pratique clinique. Ce travail pourrait idéalement se poursuivre sur une plus grande série de patientes.MR-elastography (MRE) is a non-invasive functional Imaging technique using tissue mechanical visco-elastic properties to evaluate tissue stifness. MRE is different from elasticity Imaging in ultrasound, as it is possible to evaluate tumour viscosity. Combining viscosity and elasticity may improve MRI accuracy, in comparison with classical morphological and kinetics criteria. Only very few studies are focused on breast MRE, because of low availability of dedicated breast coils with MRE devices. Firstly, we developed and optimized a breast MRE sequence on a population of 10 volunteers. This sequence is based on a Spin Echo EPI-MRE 3D, and it was possible to acquire 50 slices on one breast in 10 minutes, which is applicable in a clinical routine in breast MRI. Secondly, a multi-frequency approach 37,5 Hz, 75 Hz and 112,5 Hz has been evaluated on the last three volunteers, then transferred to our patient s population. A continous diffusion of waves within the breast was possible with this multifrequency approach sequence. 50 patients presenting undetermined or suspicious breast lesions (37 cancers, 13 benign lesions) were included in this study and examined with a standard breast MRI and MRE sequence. Some patients were also examined with shear-wave ultrasound elastography (ARFI mode, Siemens ®). Morphological, kinetic and visco-elastic MR parameters were correlated to pathology. We demonstrated that MR visco-elastic properties were strongly correlated with Bi-RADS ACR malignancy score of a breast lesion and with malignant and benign status. The best parameter was Gd (dynamic modulus), which corresponded to lesion stiffness. Gd was lower in case of BI-RADS 5 lesions. Gl parameter (Loss modulus) was higher in malignant lesions in comparison with benign lesions, with viscosity level statistically higher in malignant lesions. The best criterion was the ratio y (Gl/Gd), which was significantly higher in malignant lesions in comparison with benign lesions; ratio y was statistically an independent factor. In practice, addition of a MRE sequence to a standard breast MRI improved significantly breast MRI Sensitity (78 to 91 %) without reduction in specificity; Sp was anyway initially high in our study. Nevertheless, we didn t demonstrate a statistical correlation with fibrosis, vascular grading or necrosis with MRE parameters, to explain visco-elastic properties of breast tumours. In conclusion, MR-elastography may be useful to improve breast MRI accuracy. In future studies, MRE sequence may be optimized to allow a bilateral acquisition on both breasts, which would be useful in clinical practice. Future works could include higher number of patients to confirm our results.PARIS11-SCD-Bib. électronique (914719901) / SudocSudocFranceF

    The human CHRNA7 and CHRFAM7A genes: A review of the genetics, regulation, and function

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    The human α7 neuronal nicotinic acetylcholine receptor gene (CHRNA7) is ubiquitously expressed in both the central nervous system and in the periphery. CHRNA7 is genetically linked to multiple disorders with cognitive deficits, including schizophrenia, bipolar disorder, ADHD, epilepsy, Alzheimer's disease, and Rett syndrome. The regulation of CHRNA7 is complex; more than a dozen mechanisms are known, one of which is a partial duplication of the parent gene. Exons 5–10 of CHRNA7 on chromosome 15 were duplicated and inserted 1.6 Mb upstream of CHRNA7, interrupting an earlier partial duplication of two other genes. The chimeric CHRFAM7A gene product, dupα7, assembles with α7 subunits, resulting in a dominant negative regulation of function. The duplication is human specific, occurring neither in primates nor in rodents. The duplicated α7 sequence in exons 5–10 of CHRFAM7A is almost identical to CHRNA7, and thus is not completely queried in high throughput genetic studies (GWAS). Further, pre-clinical animal models of the α7nAChR utilized in drug development research do not have CHRFAM7A (dupα7) and cannot fully model human drug responses. The wide expression of CHRNA7, its multiple functions and modes of regulation present challenges for study of this gene in disease

    Trends in the availability and usage of electrophysical agents in physiotherapy practices from 1990 to 2010: A review

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    This is the Pre-print version of the Article. The official published version can be accessed from the link below - Copyright @ 2012 Maney PublishingBackground: The use of electrophysical agents has a historically important role in physiotherapy practice. There are anecdotal reports that the availability and usage of electrotherapy modalities are declining, which may have implications for physiotherapy practice. The aim of this literature review was to provide scientific evidence on electrotherapy usage in the last 20 years by identifying trends in availability, use, and non-use of nine electrotherapeutic modalities in physiotherapy practices during 1990s and 2000s. Methods: Review of empirical studies published in the English language from 1990 to 2010 and identified through searching online bibliographic databases, which included: Medline/OvidSP, PubMed Central, CINAHL/EBSCOhost, ScienceDirect, Scopus, ISI Web of Science, and Google Scholar. Findings: In the last 20 years, ultrasound availability and usage show increasing trends in several countries. The availability and use of pulsed shortwave diathermy and laser have shown steady trends. Transcutaneous electrical nerve stimulation, interferential, and biofeedback availability and usage have shown increasing trends in the UK and decreasing trends in Australia and the Republic of Ireland. Trends of continuous shortwave diathermy availability and use are declining irrespective of the country of the study. The availability and usage of microwave diathermy and H-wave show steeply declining trends, while there is a sharp rise in their non-availability over the last several years. Conclusions: The availability and use of electrophysical agents have greatly changed in the last 20 years. Declining trends in the availability and usage along with increasing trend of non-availability of electrotherapy modalities may have implications for electrotherapy education, training, and practice in the coming years.This study was funded by Health & Safety Executive, UK (grant no. 4371/R47.022)

    Thymidine Metabolism as Confounding Factor of 3'-Deoxy-3'-[18F]Fluorothymidine Uptake after Therapy in a Colorectal Cancer Model.

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    Non-invasive monitoring of tumor therapy response helps in developing personalized treatment strategies. Here, we performed sequential positron emission tomography (PET) and diffusion-weighted magnetic resonance imaging (DW-MRI) to evaluate changes induced by a FOLFOX-like combination chemotherapy in colorectal cancer (CRC) xenografts, to identify the cellular and molecular determinants of these imaging biomarkers. Methods: Tumor bearing CD1 nude mice, engrafted with FOLFOX-sensitive Colo205 CRC xenografts, were treated with FOLFOX (5 fluorouracil, leucovorin and oxaliplatin) in weekly intervals. On d1, d2, d6, d9 and d13 of therapy, tumors were assessed by in vivo imaging and ex vivo analyses. In addition, HCT116 xenografts, which did not respond to the FOLFOX treatment, were imaged on d1 of therapy. Results: In Colo205 xenografts, FOLFOX induced a profound increase in uptake of the proliferation PET tracer 3'-deoxy-3'-[18F]fluorothymidine ([18F]FLT), which was accompanied by increases in markers for proliferation (Ki67, TK1) and for activated DNA damage response (DDR; γH2AX), whereas the effect on cell death was minimal. As tracer uptake was unaltered in the HCT116 model, these changes appear to be specific for tumor response. Conclusion: We demonstrate that [18F]FLT PET can non-invasively monitor molecular alterations induced by a cancer treatment, including thymidine metabolism and DDR. The cellular or imaging changes may not, however, be directly related to therapy response as assessed by volumetric measurements
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