A drug administration decision support system

Drug delivery is one of the most common clinical routines in hospitals, and is critical to patients' health and recovery. It includes a decision making process in which a medical doctor decides the amount (dose) and frequency (dose interval) on the basis of a set of available patients' feature data and the doctor's clinical experience (a priori adaptation). This process can be computerized in order to make the prescription procedure in a fast, objective, inexpensive, non-invasive and accurate way. This paper proposes a Drug Administration Decision Support System (DADSS) to help clinicians/patients with the initial dose computing. The system is based on a Support Vector Machine (SVM) algorithm for estimation of the potential drug concentration in the blood of a patient, from which a best combination of dose and dose interval is selected at the level of a DSS. The addition of the RANdom SAmple Consensus (RANSAC) technique enhances the prediction accuracy by selecting inliers for SVM modeling. Experiments are performed for the drug imatinib case study which shows more than 40% improvement in the prediction accuracy compared with previous works. An important extension to the patient features' data is also proposed in this paper.

Online estimation of respiratory mechanics in non-invasive pressure support ventilation: a bench model study.

An online algorithm for determining respiratory mechanics in patients using non-invasive ventilation (NIV) in pressure support mode was developed and embedded in a ventilator system. Based on multiple linear regression (MLR) of respiratory data, the algorithm was tested on a patient bench model under conditions with and without leak and simulating a variety of mechanics. Bland-Altman analysis indicates reliable measures of compliance across the clinical range of interest (± 11-18% limits of agreement). Resistance measures showed large quantitative errors (30-50%), however, it was still possible to qualitatively distinguish between normal and obstructive resistances. This outcome provides clinically significant information for ventilator titration and patient management.

Testing, not modelling, the impact of cohesion support: a theoretical framework and some preliminary results for the Spanish regions

This paper develops a simple model that can be used to estimate the effectiveness of Cohesion expenditure relative to similar but unsubsidized projects, thereby making it possible to explicitly test an important assumption that is often implicit in estimates of the impact of Cohesion policies. Some preliminary results are reported for the case of infrastructure investment in the Spanish regions.

"Acheiro-poïétique" du cinéma: le Christ révélé par l'écran

Selon la tradition orientale, les représentations de Jésus trouveraient toutes leur origine dans les images acheiropoïètes, c'est-à-dire dans des figurations de la "Sainte Face" du Christ non faites de main d'homme, mais survenues par apparition divine -sur le voile de Véronique, le Saint Suaire, le mandylion d'Edesse, etc. Ces images qui, pour des théologiens de l'icône tels que Léonide Ouspensky, ne sont rien moins que "la manifestation du miracle fondamental : la venue du Créateur dans sa création" (in L'Image du Christ non faite de main d'homme, 1989), ont toujours été le ferment d'expérimentations multiples chez les peintres et les sculpteurs.Mais la réflexion artistique s'est cristallisée au moment où ces images sont devenues l'apanage de médiums issus de "l'ère de la reproductibilité technique" chère à Benjamin. En effet, les images "théographes" auraient pour spécificité d'être engendrées et de se multiplier par empreinte immédiate: une toile quelconque n'aurait qu'à être touchée par le visage du Christ pour devenir instantanément le support du divin portrait, et acquérir dès lors le "pouvoir reconnu aux acheiropoïètes de créer des doubles de même valeur, par simple contact" (François Boespflug, Dieu et ses images. Une histoire de l'Eternel dans l'art, 2008). Comment mieux faire écho aux principes mêmes de l'image (ciné)photographique, générée par indicialité et reproductibilité? André Bazin a eu l'intuition de cette parenté dans le cadre de sa théorisation sur le pouvoir "révélateur" de l'image (ciné)photographique qui selon lui procéderait "par sa genèse" de "l'ontologie du modèle" et "serait" le modèle; il a évoqué le Saint Suaire de Turin comme rejouant, voire emblématisant cette même "ontologie de l'image photographique" (dans l'article homonyme de 1945). Si Bazin ne développe pas plus avant ses considérations, la corrélation des dispositifs (ciné)photographique et acheiropoïète a connu un questionnement « en actes », au sein des films cherchant à représenter Jésus.Valentine Robert s'intéresse à ces expérimentations, à commencer par un projet de film d'Abel Gance de 1947, resté inachevé, où le suaire de Turin devait se transformer en écran de cinéma. Plusieurs autres productions seront abordées, telles que Civilization ou The Robe, qui explorent les effets visuels permis par la pellicule pour montrer le Christ en surimpression, dans une sorte d'"apparition technologique", ou telles que The Jesus Film ou The Passion of the Christ, dont la projection a été reçue par certains publics comme une apparition sacrée réactualisant l'Incarnation. Les modalités de la représentation des images acheiropoïètes et plus généralement de l'apparition de Jésus à l'écran seront enfin évoquées - de la tradition hollywoodiennes qui consistait à refuser l'accès de la "Sainte Face" à la pellicule et de la rejeter hors-champ jusqu'aux séquences d'Ecce Homo de Scorsese et Zeffirelli, en passant par la révélation visuelle inaugurant The King of Kings, qui pousse à son paroxysme la collusion entre apparition divine et apparition cinématographique.

Oligodendroglia metabolically support axons and contribute to neurodegeneration.

Oligodendroglia support axon survival and function through mechanisms independent of myelination, and their dysfunction leads to axon degeneration in several diseases. The cause of this degeneration has not been determined, but lack of energy metabolites such as glucose or lactate has been proposed. Lactate is transported exclusively by monocarboxylate transporters, and changes to these transporters alter lactate production and use. Here we show that the most abundant lactate transporter in the central nervous system, monocarboxylate transporter 1 (MCT1, also known as SLC16A1), is highly enriched within oligodendroglia and that disruption of this transporter produces axon damage and neuron loss in animal and cell culture models. In addition, this same transporter is reduced in patients with, and in mouse models of, amyotrophic lateral sclerosis, suggesting a role for oligodendroglial MCT1 in pathogenesis. The role of oligodendroglia in axon function and neuron survival has been elusive; this study defines a new fundamental mechanism by which oligodendroglia support neurons and axons.

Advanced trauma life support, 8th edition, the evidence for change.

The American College of Surgeons Committee on Trauma's Advanced Trauma Life Support Course is currently taught in 50 countries. The 8th edition has been revised following broad input by the International ATLS subcommittee. Graded levels of evidence were used to evaluate and approve changes to the course content. New materials related to principles of disaster management have been added. ATLS is a common language teaching one safe way of initial trauma assessment and management.

The link between public support and private R&D effort: What is the optimal subsidy?

The effectiveness of R&D subsidies can vary substantially depending on their characteristics. Specifically, the amount and intensity of such subsidies are crucial issues in the design of public schemes supporting private R&D. Public agencies determine the intensities of R&D subsidies for firms in line with their eligibility criteria, although assessing the effects of R&D projects accurately is far from straightforward. The main aim of this paper is to examine whether there is an optimal intensity for R&D subsidies through an analysis of their impact on private R&D effort. We examine the decisions of a public agency to grant subsidies taking into account not only the characteristics of the firms but also, as few previous studies have done to date, those of the R&D projects. In determining the optimal subsidy we use both parametric and nonparametric techniques. The results show a non-linear relationship between the percentage of subsidy received and the firms’ R&D effort. These results have implications for technology policy, particularly for the design of R&D subsidies that ensure enhanced effectiveness.

Cell Adhesion Peptide RGDSP and Laminin Support Proliferation and Migration of Postnatal Retinal Stem Cells in a 3D Hydrogel Culture System

Purpose: Retinal stem cells (RSCs) can be isolated from radial glia population of the newborn mouse retina (Angénieux et al., 2006). These RSCs have great capacity to renew and generate neurons including cells differentiated towards the photoreceptor lineage (Mehri-Soussi et al., 2006). However, our published results showed poor integration and survival rate after cell grafting into the retina. The uncontrollable environment of retina seems to be the problem. To bypass this, we are trying to generate hemi-retinal tissue in vitro that can be used for transplantation. Methods: Expanded RSCs were seeded in a mixture of poly-ethylene-glycol (PEG)-polymer-based hydrogels crosslinked by peptides that also serve as substrates for matrix metalloproteinases. Different doses of crosslinker peptides were tested. Several growth factors were studied to stimulate cell proliferation and differentiation. Results: Cells were trapped in hydrogels and cultured in the presence of FGF2 and EGF. Spherical cell clusters indicating proliferation appeared within several days, but there was no cell migration within the gel. We then added cell adhesion molecules integrin ligand RGDSP, or laminin, or a combination of both, into the gel. Cells grown with laminin showed the best proliferation. Cells grown with RGDSP proliferated a few times and then started to spread out. Cells grown with the combination of RGDSP and laminin showed better proliferation than with RGDSP alone and larger spread-outs than with laminin alone. After stimulations with first FGF2 and EGF, and then only FGF2, some cells showed neuronal morphology after 2 weeks. The neuronal population was assessed by the presence of neuronal marker b-tubulin-III. Glial cells were also present. Further characterizations are undergoing. Conclusions: RSC can grow and migrate in 3D hydrogel with the addition of FGF2, EGF, RGDSP and laminin. Further developments are necessary to form a homogenous tissue containing retinal cells.

Cybercafés de Bamako : les usages de l'Internet au prisme de la parenté et des classes d'âge

Au Mali, les technologies de l'information et de la communication ont suscité un vif engouement. Portés par l'ancien Président Alpha Oumar Konaré, de nombreux projets gouvernementaux ont vu le jour. Parallèlement, les cybercafés se sont multipliés : moins de dix en 1997, ils étaient presque plus de 120 en 2006. Si les possibilités de se connecter à domicile et sur son lieu de travail se sont développées, les cybercafés restent des espaces idéaux pour découvrir les pratiques numériques. Une façon d'étudier les usages de l'Internet est de s'intéresser aux liens qui se nouent autour de l'ordinateur. La situation est complexe à Bamako, car les personnes qui accompagnent les clients des cybercafés sont nombreuses. L'analyse de cette nébuleuse relationnelle est l'occasion de procéder à un double détour. Géographique tout d'abord, dans la mesure où l'anthropologue est conduit à quitter le cybercafé pour se rendre dans l'espace social plus vaste appelé Cyber. Disciplinaire ensuite puisque son regard se déplace progressivement du média vers l'étude des règles qui régissent la parenté et les classes d'âge.

Textural classification of land cover using support vector machines: an empirical comparison with parametric, non parametric and hybrid classifiers in the Bolivian Amazon

Land cover classification is a key research field in remote sensing and land change science as thematic maps derived from remotely sensed data have become the basis for analyzing many socio-ecological issues. However, land cover classification remains a difficult task and it is especially challenging in heterogeneous tropical landscapes where nonetheless such maps are of great importance. The present study aims to establish an efficient classification approach to accurately map all broad land cover classes in a large, heterogeneous tropical area of Bolivia, as a basis for further studies (e.g., land cover-land use change). Specifically, we compare the performance of parametric (maximum likelihood), non-parametric (k-nearest neighbour and four different support vector machines - SVM), and hybrid classifiers, using both hard and soft (fuzzy) accuracy assessments. In addition, we test whether the inclusion of a textural index (homogeneity) in the classifications improves their performance. We classified Landsat imagery for two dates corresponding to dry and wet seasons and found that non-parametric, and particularly SVM classifiers, outperformed both parametric and hybrid classifiers. We also found that the use of the homogeneity index along with reflectance bands significantly increased the overall accuracy of all the classifications, but particularly of SVM algorithms. We observed that improvements in producer’s and user’s accuracies through the inclusion of the homogeneity index were different depending on land cover classes. Earlygrowth/degraded forests, pastures, grasslands and savanna were the classes most improved, especially with the SVM radial basis function and SVM sigmoid classifiers, though with both classifiers all land cover classes were mapped with producer’s and user’s accuracies of around 90%. Our approach seems very well suited to accurately map land cover in tropical regions, thus having the potential to contribute to conservation initiatives, climate change mitigation schemes such as REDD+, and rural development policies.

Socioeconomic status, structural and functional measures of social support, and mortality: The British Whitehall II Cohort Study, 1985-2009.

The authors examined the associations of social support with socioeconomic status (SES) and with mortality, as well as how SES differences in social support might account for SES differences in mortality. Analyses were based on 9,333 participants from the British Whitehall II Study cohort, a longitudinal cohort established in 1985 among London-based civil servants who were 35-55 years of age at baseline. SES was assessed using participant's employment grades at baseline. Social support was assessed 3 times in the 24.4-year period during which participants were monitored for death. In men, marital status, and to a lesser extent network score (but not low perceived support or high negative aspects of close relationships), predicted both all-cause and cardiovascular mortality. Measures of social support were not associated with cancer mortality. Men in the lowest SES category had an increased risk of death compared with those in the highest category (for all-cause mortality, hazard ratio = 1.59, 95% confidence interval: 1.21, 2.08; for cardiovascular mortality, hazard ratio = 2.48, 95% confidence interval: 1.55, 3.92). Network score and marital status combined explained 27% (95% confidence interval: 14, 43) and 29% (95% confidence interval: 17, 52) of the associations between SES and all-cause and cardiovascular mortality, respectively. In women, there was no consistent association between social support indicators and mortality. The present study suggests that in men, social isolation is not only an important risk factor for mortality but is also likely to contribute to differences in mortality by SES.

HIA Forum, HIA: A tool to support healthier communities (September 2009)

The HIA Forum provides an opportunity for those with an interest in HIA to meet, share experiences, hear about new developments and consider how to progress HIA. 2009 HIA Forum events focused on how HIA can and is being used to support healthier communties.