Towards Understanding Egyptian Arabic Dialogues

Labelling of user's utterances to understanding his attends which called Dialogue Act (DA) classification, it is considered the key player for dialogue language understanding layer in automatic dialogue systems. In this paper, we proposed a novel approach to user's utterances labeling for Egyptian spontaneous dialogues and Instant Messages using Machine Learning (ML) approach without relying on any special lexicons, cues, or rules. Due to the lack of Egyptian dialect dialogue corpus, the system evaluated by multi-genre corpus includes 4725 utterances for three domains, which are collected and annotated manually from Egyptian call-centers. The system achieves F1 scores of 70. 36% overall domains.Comment: arXiv admin note: substantial text overlap with arXiv:1505.0308

Nonlinear Analysis of Circular Plates on Nonlinear Foundation

Galerkin\u27s procedure and the modified energy expression of Banerjee are used to obtain the central deflection of circular plates with linearly varying thicknesses, resting on a linear as well as a nonlinear elastic foundation. A new series formula for the deflection has been considered. The accuracy of the method has been tested for clamped plates with movable and immovable ends under uniform static patch loading. Graphical results are drawn for the central deflection for different end conditions, different plate thicknesses and different foundation properties. Comparison of the results are made with other known results and shows a good agreement in most tested cases

Free-standing polyelectrolyte membranes made of chitosan and alginate

Free-standing films have increasing applications in the biomedical field as drug delivery systems for wound healing and tissue engineering. Here, we prepared free-standing membranes by the layer-by-layer assembly of chitosan and alginate, two widely used biomaterials. Our aim was to produce a thick membrane and to study the permeation of model drugs and the adhesion of muscle cells. We first defined the optimal growth conditions in terms of pH and alginate concentration. The membranes could be easily detached from polystyrene or polypropylene substrate without any postprocessing step. The dry thickness was varied over a large range from 4 to 35 μm. A 2-fold swelling was observed by confocal microscopy when they were immersed in PBS. In addition, we quantified the permeation of model drugs (fluorescent dextrans) through the free-standing membrane, which depended on the dextran molecular weight. Finally, we showed that myoblast cells exhibited a preferential adhesion on the alginate-ending membrane as compared to the chitosan-ending membrane or to the substrate side.This work was financially supported by Foundation for Science and Technology (FCT) through the Scholarship SFRH/BD/64601/2009 granted to S.G.C. C.M. is indebted to Grenoble INP for financial support via a postdoctoral fellowship. This work was supported by the European Commission (FP7 Program) via a European Research Council starting grant (BIOMIM, GA 259370 to C.P.). C.P. is also grateful to Institut Universitaire de France and to Grenoble Institute of Technology for financial support. We thank Isabelle Paintrand for her technical help with the confocal apparatus and Patrick Chaudouet for his help with SEM imaging

Post-transplant anemia in pediatric patients and its impact on patient and graft survival: single center experience

Introduction: Post-transplantation anemia (PTA)occurs frequently, with prevalence rates between 20and 60% depending on the criteria used for defininganemia.Aim of the work: We aimed to assess the prevalenceof anemia after 6 months of transplantation inpediatric renal transplant patients under differentprotocols of immunosuppression, and to determinethe impact of anemia upon long-term patient andgraft survival.Patients and methods: Based on the data of 108renal transplants performed in our center, patientswere categorized after 6 months according to theirhemoglobin (Hb) levels into two groups. The firstgroup with Hb more than 11gm/dl (group I, 29cases) and the second group with Hb lessthan11gm/dl (group II, 79cases). We compared thetwo groups regarding post transplant complications(rejection episodes, hypertension, diabetes mellitus,infections, hepatic dysfunction, and patient andgraft survival.Results: we found no significant difference betweenthe two groups regarding rejection episodes.However, the percentage of cases with chronicallograft nephropathy was significantly higher in the anemic group. The survivors with functioning graftswere significantly higher in cases with normal Hb.Moreover, living cases with graft failure weresignificantly higher in anemic group. Graft survivalrate was better in the non anemic group. However,no difference in patient survival was detected. Also,we found no difference between the two groupsregarding post-transplant complications.Conclusions: From this study, we can conclude thatthe prevalence of post-transplant anemia is highpediatric renal transplant patients especially thosereceiving CNI and MMF, and it was associated withpoorer graft outcome but no effect on patientsurvival