Ensemble methods for environmental data modelling with support vector regression

This paper investigates the use of ensemble of predictors in order to improve the performance of spatial prediction methods. Support vector regression (SVR), a popular method from the field of statistical machine learning, is used. Several instances of SVR are combined using different data sampling schemes (bagging and boosting). Bagging shows good performance, and proves to be more computationally efficient than training a single SVR model while reducing error. Boosting, however, does not improve results on this specific problem.

Evaluation of a multicomponent worksite health promotion program for cardiovascular risk factors-correcting for the regression towards the mean effect.

BACKGROUND: We assessed the impact of a multicomponent worksite health promotion program for0 reducing cardiovascular risk factors (CVRF) with short intervention, adjusting for regression towards the mean (RTM) affecting such nonexperimental study without control group. METHODS: A cohort of 4,198 workers (aged 42 +/- 10 years, range 16-76 years, 27% women) were analyzed at 3.7-year interval and stratified by each CVRF risk category (low/medium/high blood pressure [BP], total cholesterol [TC], body mass index [BMI], and smoking) with RTM and secular trend adjustments. Intervention consisted of 15 min CVRF screening and individualized counseling by health professionals to medium- and high-risk individuals, with eventual physician referral. RESULTS: High-risk groups participants improved diastolic BP (-3.4 mm Hg [95%CI: -5.1, -1.7]) in 190 hypertensive patients, TC (-0.58 mmol/l [-0.71, -0.44]) in 693 hypercholesterolemic patients, and smoking (-3.1 cig/day [-3.9, -2.3]) in 808 smokers, while systolic BP changes reflected RTM. Low-risk individuals without counseling deteriorated TC and BMI. Body weight increased uniformly in all risk groups (+0.35 kg/year). CONCLUSIONS: In real-world conditions, short intervention program participants in high-risk groups for diastolic BP, TC, and smoking improved their CVRF, whereas low-risk TC and BMI groups deteriorated. Future programs may include specific advises to low-risk groups to maintain a favorable CVRF profile.

Sistema expert en anàlisi de patrons socials

Creació d'un sistema d'anàlisi de patrons socials a partir de comportaments predictius de la nostra base de coneixement.

Estudi sobre la utilitat d'una intervenció de pacient expert en pacients amb lesions per cremades

Les lesions per cremades comporten conseqüències a nivell físic, psicològic i social. Les intervencions psicosocials per aquests pacients estan valorades de forma positiva però manquen estudis fets a l’Estat Espanyol. Les intervencions de pacient expert estan donant resultats positius en moltes patologies cròniques però no n’existeix cap per aquest tipus de lesions cròniques. L’objectiu d’aquest estudi és comprendre la utilitat d’una intervenció de pacient expert a pacients d’entre 18 i 30 anys que han patit lesions per cremades recentment. Es realitzaran 9 sessions de pacient expert des de la perspectiva bio-psicosocial. El grup focal serà un grup de 8-10 pacients de 18 a 30 anys amb un mínim del 15% de superfície corporal cremada de grau 2n profund o 3r, residents a Barcelona o rodalies. Les dades s’analitzaran per mètode mixt amb enfocament dominant qualitatiu. La recollida de dades s’obtindrà d’entrevistes, testos i anotacions realitzades prèvia a la primera sessió, al finalitzar les 9 sessions i als 6 mesos de la última sessió. Les limitacions de l’estudi són: el risc de pèrdua dels membres del grup focal a causa del retorn a la vida laboral i l’heterogeneïtat del grup en la fase d’acceptació, principis i valors personals que podrien desviar els resultats.

Programa pacient expert en obesitat

Objectiu general: desenvolupament del Programa Pacient Expert en obesitat. Objectius específics: es basaran amb el compliment de la dieta i l’activitat física, les mesures fisiològiques, la capacitat d’autogestió i el grau de satisfacció. Metodologia: - Àmbit d’estudi: Atenció Primària en Salut. - Disseny: estudi quantitatiu de tipus assaig clínic aleatoritzat. - Participants: adults amb obesitat. - Obtenció de dades: per l’anàlisi de variància per mesures repetides, l’anàlisi del discurs i l’observació estructurada. Limitacions de l’estudi: possible buit de dades per la pèrdua de participants o per la falta de continuïtat d’aquests.

Opinion impartiale et pacifique, protestation contre le serment civique, et appel à la nation ([Reprod.])

Collection : Les archives de la Révolution française ; 8.564

Lettre à M. l'abbé Royou, en réponse à son opinion sur le nouveau serment exigé de tous les ecclésiastiques ([Reprod.])

Collection : Les archives de la Révolution française ; 8.656

Opinion sur le serment civique par M. l'abbé d'Abbecourt, député à l'Assemblée nationale ([Reprod.]) / [abbé Decoulmier]

Collection : Les archives de la Révolution française ; 8.440

Opinion émise par Audouin contre la déclaration à exiger des ministres du culte : séance du 27 messidor an V ([Reprod.]) / Conseil des Cinq-cents

Collection : Les archives de la Révolution française ; 8.415

Appropriate maintenance treatment for Crohn's disease: results of a multidisciplinary international expert panel - EPACT II

Introduction: Biological. therapy has dramatically changed management of Crohn's disease (CD). New data have confirmed the benefit and relative long-term safety of anti-TNF alpha inhibition as part of a regular scheduled administration programme. The EPACT appropriateness criteria for maintenance treatment after medically-induced remission (MIR) or surgically-induced remission (SIR) of CD thus required updating. Methods: A multidisciplinary international expert panel (EPACT II, Geneva, Switzerland) discussed and anonymously rated detailed, explicit clinical indications based on evidence in the literature and personal expertise. Median ratings (on a 9-point scale) were stratified into three assessment categories: appropriate (7-9), uncertain (4-6 and/or disagreement) and inappropriate (1-3). Experts ranked appropriate medication according to their own clinical practice, without any consideration of cost. Results: Three hundred and ninety-two specific indications for maintenance treatment of CD were rated (200 for MIR and 192 for SIR). Azathioprine, methotrexate and/or anti-TNF alpha antibodies were considered appropriate in 42 indications, corresponding to 68% of all appropriate interventions (97% of MIR and 39% of SIR). The remaining appropriate interventions consisted of mesalazine and a "wait-and-see" strategy. Factors that influenced the panel's voting were patient characteristics and outcome of previous treatment. Results favour use of anti-TNF alpha agents after failure of any immunosuppressive therapy, while earlier primary use remains controversial. Conclusion: Detailed explicit appropriateness criteria (EPACT) have been updated for maintenance treatment of CD. New expert recommendations for use of the classic immunosuppressors as well as anti-TNF alpha agents are now freely available online (www.epact.ch). The validity of these criteria should now be tested by prospective evaluation. (C) 2009 European Crohn's and Colitis Organisation. Published by Elsevier B.V. All rights reserved.

Lettre de Monsieur M*** [Maultrot] à Monsieur J*** [Jabineau] sur un écrit intitulé : "Opinion de M. Camus, dans la séance du 31 mai 1790, sur le plan de constitution du clergé, proposé par le comité ecclésiastique" ([Reprod.])

Collection : Les archives de la Révolution française ; 8.240