A Multiagent System for Coordinating Ambulances for Emergency Medical Services

To coordinate ambulances for emergency medical services, a multiagent system uses an auction mechanism based on trust. Results of tests using real data show that this system can efficiently assign ambulances to patients, thereby reducing transportation time. Emergency transportation on specialized vehicles is needed when a person's health is in risk of irreparable damage. A patient can't benefit from sophisticated medical treatments and technologies if she or he isn't placed in a proper healthcare center with the appropriate medical team. For example, strokes are neurological emergencies involving a limited amount of time in which treatment measures are effective

Research activities at european level performed at the Institute for Públic Safety of Catalonia

To start off, this document describes the Catalan model for emergencies response and its reference frame in terms of geography, location population…In addition, describes the main actors involved in emergencies response such as: police, the Fire and Rescue Emergency Service, the Emergency Medical System, Civil Protection, Reception and Management of Emergency Calls, Rural Agents, ADF’s and UME. Civil Protection, Firefighters and Police are includes in the training model developed by the Institute for Public Safety of Catalonia which at the same time does research in both security and safety matters. Research activities are performed by the Area for Research, Knowledge and International Cooperation at the ISPC and an example of these activities are European Research Projects such as COIM-Best (Coordination Improvement by Best Practices) and BESECU (cross-cultural differences of human behaviour in fire disasters and other crisis situations) among others.

HELPER. Aplicación de gestión de flota

Helper proporciona la gestió de la flota del sistema d'emergències de Catalunya que utilitza un model sanitari centralitzat pel que fa a la recepció de les trucades ia la logística però amb bases sanitàries distribuïdes per tot el territori català.

Evaluación económica de la determinación del propéptido natriurético cerebral N-terminal (NT-proBNP) en pacientes con disnea en los servicios de urgencias españoles

Introducción: Analizar la eficiencia de añadir la determinación NT-proBNP al examen clínico convencional (ECC) para el diagnóstico de insuficiencia cardíaca (IC) en pacientes con disnea que acuden a servicios de urgencias (SU) españoles. Material y métodos: Se desarrolló un árbol de decisión para evaluar los resultados clínicos y económicos de ambas alternativas durante 60 días de seguimiento desde la visita al SU en pacientes hospitalizados y no hospitalizados. Los parámetros clínicos fueron principalmente obtenidos del estudio PRIDE y validados por médicos de SU y cardiólogos. El punto de corte de la determinación NT-proBNP fue de 900 pg/mL (sensibilidad del 90% y especificidad del 85%). En base a datos espa noles publicados, se asumió que el 65% de pacientes con disnea sufrían IC. El uso de recursos fue identificado mediante opinión de expertos y evaluado desde la perspectiva del Sistema Nacional de Salud (SNS). El análisis comparó el diagnóstico final del paciente con el diagnóstico realizado en el SU. Se realizaron diversos análisis de sensibilidad para evaluar la incertidumbre del modelo. Resultados: El diagnóstico incorporando la determinación NT-proBNP fue correcto en el 91,96% de los pacientes (59,09% verdaderos positivos y 32,87% verdaderos negativos) frente al 85,53% mediante ECC (50,79% verdaderos positivos y 34,74% verdaderos negativos). La incorporación de la determinación NT-proBNP resultó tener un coste menor (3.720 versus 5.188 ). Los análisis de sensibilidad realizados confirmaron los resultados.

Evaluación económica de la determinación del propéptido natriurético cerebral N-terminal (NT-proBNP) en pacientes con disnea en los servicios de urgencias españoles

Introducción: Analizar la eficiencia de añadir la determinación NT-proBNP al examen clínico convencional (ECC) para el diagnóstico de insuficiencia cardíaca (IC) en pacientes con disnea que acuden a servicios de urgencias (SU) españoles. Material y métodos: Se desarrolló un árbol de decisión para evaluar los resultados clínicos y económicos de ambas alternativas durante 60 días de seguimiento desde la visita al SU en pacientes hospitalizados y no hospitalizados. Los parámetros clínicos fueron principalmente obtenidos del estudio PRIDE y validados por médicos de SU y cardiólogos. El punto de corte de la determinación NT-proBNP fue de 900 pg/mL (sensibilidad del 90% y especificidad del 85%). En base a datos espa noles publicados, se asumió que el 65% de pacientes con disnea sufrían IC. El uso de recursos fue identificado mediante opinión de expertos y evaluado desde la perspectiva del Sistema Nacional de Salud (SNS). El análisis comparó el diagnóstico final del paciente con el diagnóstico realizado en el SU. Se realizaron diversos análisis de sensibilidad para evaluar la incertidumbre del modelo. Resultados: El diagnóstico incorporando la determinación NT-proBNP fue correcto en el 91,96% de los pacientes (59,09% verdaderos positivos y 32,87% verdaderos negativos) frente al 85,53% mediante ECC (50,79% verdaderos positivos y 34,74% verdaderos negativos). La incorporación de la determinación NT-proBNP resultó tener un coste menor (3.720 versus 5.188 ). Los análisis de sensibilidad realizados confirmaron los resultados.

Modeling usage of medical care services: the medical expenditure panel survey data, 1996-2000

We explore the determinants of usage of six different types of health care services, using the Medical Expenditure Panel Survey data, years 1996-2000. We apply a number of models for univariate count data, including semiparametric, semi-nonparametric and finite mixture models. We find that the complexity of the model that is required to fit the data well depends upon the way in which the data is pooled across sexes and over time, and upon the characteristics of the usage measure. Pooling across time and sexes is almost always favored, but when more heterogeneous data is pooled it is often the case that a more complex statistical model is required.

Likelihood-based approaches to modeling demand for medical care

We review recent likelihood-based approaches to modeling demand for medical care. A semi-nonparametric model along the lines of Cameron and Johansson's Poisson polynomial model, but using a negative binomial baseline model, is introduced. We apply these models, as well a semiparametric Poisson, hurdle semiparametric Poisson, and finite mixtures of negative binomial models to six measures of health care usage taken from the Medical Expenditure Panel survey. We conclude that most of the models lead to statistically similar results, both in terms of information criteria and conditional and unconditional prediction. This suggests that applied researchers may not need to be overly concerned with the choice of which of these models they use to analyze data on health care demand.

Optimal regulation of specialized medical care in a mixed system

We study the optimal public intervention in setting minimum standards of formation for specialized medical care. The abilities the physicians obtain by means of their training allow them to improve their performance as providers of cure and earn some monopoly rents.. Our aim is to characterize the most efficient regulation in this field taking into account different regulatory frameworks. We find that the existing situation in some countries, in which the amount of specialization is controlled, and the costs of this process of specialization are publicly financed, can be supported as the best possible intervention.

Changes in the demand for private medical insurance following a shift in tax incentives

The 1998 Spanish reform of the Personal Income Tax eliminated the 15% deduction for private medical expenditures including payments on private health insurance (PHI) policies. To avoid an undesirable increase in the demand for publicly funded health care, tax incentives to buy PHI were not completely removed but basically shifted from individual to group employer-paid policies. In a unique fiscal experiment, at the same time that the tax relief for individually purchased policies was abolished, the government provided for tax allowances on policies taken out through employment. Using a bivariate probit model on data from National Health Surveys, we estimate the impact of said reform on the demand for PHI and the changes occurred within it. Our findings suggest that the total probability of buying PHI was not significantly affected. Indeed, the fall in the demand for individual policies (by 10% between 1997 and 2001) was offset by an increase in the demand for group employer-paid ones, so that the overall size of the market remained virtually unchanged. We also briefly discuss the welfare effects on the state budget, the industry and society at large.

Development of advanced silicon radiation detectors for high energy physics and medical imaging

The 1st chapter of this work presents the different experiments and collaborations in which I am involved during my PhD studies of Physics. Following those descriptions, the 2nd chapter is dedicated to how the radiation affects the silicon sensors, as well as some experimental measurements carried out at CERN (Geneve, Schwitzerland) and IFIC (Valencia, Spain) laboratories. Besides the previous investigation results, this chapter includes the most recent scientific papers appeared in the latest RD50 (Research & Development #50) Status Report, published in January 2007, as well as some others published this year. The 3rd and 4th are dedicated to the simulation of the electrical behavior of solid state detectors. In chapter 3 are reported the results obtained for the illumination of edgeless detectors irradiated at different fluences, in the framework of the TOSTER Collaboration. The 4th chapter reports about simulation design, simulation and fabrication of a novel 3D detector developed at CNM for ions detection in the future ITER fusion reactor. This chapter will be extended with irradiation simulations and experimental measurements in my PhD Thesis.

How to improve the formal analytic reasoning and scientific motivation in the intellectual training of medical students

A review article of the The New England Journal of Medicine refers that almost a century ago, Abraham Flexner, a research scholar at the Carnegie Foundation for the Advancement of Teaching, undertook an assessment of medical education in 155 medical schools in operation in the United States and Canada. Flexner’s report emphasized the nonscientific approach of American medical schools to preparation for the profession, which contrasted with the university-based system of medical education in Germany. At the core of Flexner’s view was the notion that formal analytic reasoning, the kind of thinking integral to the natural sciences, should hold pride of place in the intellectual training of physicians. This idea was pioneered at Harvard University, the University of Michigan, and the University of Pennsylvania in the 1880s, but was most fully expressed in the educational program at Johns Hopkins University, which Flexner regarded as the ideal for medical education. (...)

Agent based simulation to optimise emergency departments

Nowadays, many of the health care systems are large and complex environments and quite dynamic, specifically Emergency Departments, EDs. It is opened and working 24 hours per day throughout the year with limited resources, whereas it is overcrowded. Thus, is mandatory to simulate EDs to improve qualitatively and quantitatively their performance. This improvement can be achieved modelling and simulating EDs using Agent-Based Model, ABM and optimising many different staff scenarios. This work optimises the staff configuration of an ED. In order to do optimisation, objective functions to minimise or maximise have to be set. One of those objective functions is to find the best or optimum staff configuration that minimise patient waiting time. The staff configuration comprises: doctors, triage nurses, and admissions, the amount and sort of them. Staff configuration is a combinatorial problem, that can take a lot of time to be solved. HPC is used to run the experiments, and encouraging results were obtained. However, even with the basic ED used in this work the search space is very large, thus, when the problem size increases, it is going to need more resources of processing in order to obtain results in an acceptable time.

Proyecto para la identificación de necesidades formativas y posterior implementación de acción docente en la Unidad de Salud y Socorros de Cruz Roja Pamplona

Proyecto orientado a identificar aspectos mejorables desde el punto de vista formativo en la labor desarrollada por el voluntariado dedicado a la emergencia extra-hospitalaria.

Medical image registration based on random line sampling

One of the key aspects in 3D-image registration is the computation of the joint intensity histogram. We propose a new approach to compute this histogram using uniformly distributed random lines to sample stochastically the overlapping volume between two 3D-images. The intensity values are captured from the lines at evenly spaced positions, taking an initial random offset different for each line. This method provides us with an accurate, robust and fast mutual information-based registration. The interpolation effects are drastically reduced, due to the stochastic nature of the line generation, and the alignment process is also accelerated. The results obtained show a better performance of the introduced method than the classic computation of the joint histogram

Incongruence between test statistics and P values in medical papers

Given an observed test statistic and its degrees of freedom, one may compute the observed P value with most statistical packages. It is unknown to what extent test statistics and P values are congruent in published medical papers. Methods:We checked the congruence of statistical results reported in all the papers of volumes 409–412 of Nature (2001) and a random sample of 63 results from volumes 322–323 of BMJ (2001). We also tested whether the frequencies of the last digit of a sample of 610 test statistics deviated from a uniform distribution (i.e., equally probable digits).Results: 11.6% (21 of 181) and 11.1% (7 of 63) of the statistical results published in Nature and BMJ respectively during 2001 were incongruent, probably mostly due to rounding, transcription, or type-setting errors. At least one such error appeared in 38% and 25% of the papers of Nature and BMJ, respectively. In 12% of the cases, the significance level might change one or more orders of magnitude. The frequencies of the last digit of statistics deviated from the uniform distribution and suggested digit preference in rounding and reporting.Conclusions: this incongruence of test statistics and P values is another example that statistical practice is generally poor, even in the most renowned scientific journals, and that quality of papers should be more controlled and valued