Critical events in mechanically ventilated patients

Mechanical Ventilation is an artificial way to help a Patient to breathe. This procedure is used to support patients with respiratory diseases however in many cases it can provoke lung damages, Acute Respiratory Diseases or organ failure. With the goal to early detect possible patient breath problems a set of limit values was defined to some variables monitored by the ventilator (Average Ventilation Pressure, Compliance Dynamic, Flow, Peak, Plateau and Support Pressure, Positive end-expiratory pressure, Respiratory Rate) in order to create critical events. A critical event is verified when a patient has a value higher or lower than the normal range defined for a certain period of time. The values were defined after elaborate a literature review and meeting with physicians specialized in the area. This work uses data streaming and intelligent agents to process the values collected in real-time and classify them as critical or not. Real data provided by an Intensive Care Unit were used to design and test the solution. In this study it was possible to understand the importance of introduce critical events for Mechanically Ventilated Patients. In some cases a value is considered critical (can trigger an alarm) however it is a single event (instantaneous) and it has not a clinical significance for the patient. The introduction of critical events which crosses a range of values and a pre-defined duration contributes to improve the decision-making process by decreasing the number of false positives and having a better comprehension of the patient condition.

Pervasive decision support to predict football corners and goals by means of data mining

Football is considered nowadays one of the most popular sports. In the betting world, it has acquired an outstanding position, which moves millions of euros during the period of a single football match. The lack of profitability of football betting users has been stressed as a problem. This lack gave origin to this research proposal, which it is going to analyse the possibility of existing a way to support the users to increase their profits on their bets. Data mining models were induced with the purpose of supporting the gamblers to increase their profits in the medium/long term. Being conscience that the models can fail, the results achieved by four of the seven targets in the models are encouraging and suggest that the system can help to increase the profits. All defined targets have two possible classes to predict, for example, if there are more or less than 7.5 corners in a single game. The data mining models of the targets, more or less than 7.5 corners, 8.5 corners, 1.5 goals and 3.5 goals achieved the pre-defined thresholds. The models were implemented in a prototype, which it is a pervasive decision support system. This system was developed with the purpose to be an interface for any user, both for an expert user as to a user who has no knowledge in football games.

Predicting pre-triage waiting time in a maternity emergency room through data mining

An unsuitable patient flow as well as prolonged waiting lists in the emergency room of a maternity unit, regarding gynecology and obstetrics care, can affect the mother and child’s health, leading to adverse events and consequences regarding their safety and satisfaction. Predicting the patients’ waiting time in the emergency room is a means to avoid this problem. This study aims to predict the pre-triage waiting time in the emergency care of gynecology and obstetrics of Centro Materno Infantil do Norte (CMIN), the maternal and perinatal care unit of Centro Hospitalar of Oporto, situated in the north of Portugal. Data mining techniques were induced using information collected from the information systems and technologies available in CMIN. The models developed presented good results reaching accuracy and specificity values of approximately 74% and 94%, respectively. Additionally, the number of patients and triage professionals working in the emergency room, as well as some temporal variables were identified as direct enhancers to the pre-triage waiting time. The imp lementation of the attained knowledge in the decision support system and business intelligence platform, deployed in CMIN, leads to the optimization of the patient flow through the emergency room and improving the quality of services.

Pre-clinical trials for Machado-Joseph Disease: Hypothesis-based and hypothesis-free therapeutic approaches

Tese de Doutoramento em Ciências da Saúde

A quantitative research about attitudes of pre-service teachers on inclusive education

In this paper we propose to characterize the inclusive philosophy in Thailand as well as to present and discuss results from a quantitative research carried out within the teacher pre-service context, viewed as one of the components that should be addressed by school systems that seek to be inclusive.

Surgical treatment of partial atrioventricular septal defect: functional analysis of the mitral valve in the postoperative period

OBJECTIVE: To study mitral valve function in the postoperative period after correction of the partial form of atrioventricular septal defect. METHODS: Fifty patients underwent surgical correction of the partial form of atrioventricular septal defect. Their mean age was 11.8 years and 62% of the patients were males. Preoperative echocardiography showed moderate and severe mitral insufficiency in 44% of the patients. The mitral valve cleft was sutured in 45 (90%) patients (group II - GII). Echocardiographies were performed in the early postoperative period, and 6 and 12 months after hospital discharge. RESULTS: The patients who had some type of arrhythmia in the postoperative period had ostium primum atrial septal defect of a larger size (2.74 x 2.08 cm). All 5 patients in group I (GI), who did not undergo closure of the cleft, had a competent mitral valve or mild mitral insufficiency in the preoperative period. One of these patients began to have moderate mitral insufficiency in the postoperative period. On the other hand, in GII, 88.8% and 82.2% of the patients had competent mitral valve or mild mitral insufficiency in the early and late postoperative periods, respectively. CONCLUSION: The mitral valve cleft was repaired in 90% of cases. Echocardiography revealed competent mitral valve or mild mitral insufficiency in 88.8% and 82.2% of GII patients in the early and late postoperative periods, respectively.

Improvement in left ventricular dysfunction after surgical correction of mitral regurgitation

OBJECTIVE: To evaluate whether left ventricular end-systolic (ESD) diameters £ 51mm in patients (pt) with severe chronic mitral regurgitation (MR) are predictors of a poor prognosis after mitral valve surgery (MVS). METHODS: Eleven pt (aged 36±13 years) were studied in the preoperative period (pre), median of 36 days; in the early postoperative period (post1), median of 9 days; and in the late postoperative period (post2), mean of 38.5±37.6 months. Clinical and echocardiographic data were gathered from each pt with MR and systolic diameter ³51mm (mean = 57±4mm) to evaluate the result of MVS. Ten patients were in NYHA Class III/IV. RESULTS: All but 2 pt improved in functional class. Two pt died from heart failure and infectious endocarditis 14 and 11 months, respectively, after valve replacement. According to ejection fraction (EF) in post2, we identified 2 groups: group 1 (n=6), whose EF decreased in post1, but increased in post2 (p=0.01) and group 2 (n=5), whose EF decreased progressively from post1 to post2 (p=0.10). All pt with symptoms lasting £ 48 months had improvement in EF in post2 (p=0.01). CONCLUSION: ESD ³51mm are not always associated with a poor prognosis after MVS in patients with MR. Symptoms lasting up to 48 months are associated with improvement in left ventricular function.

Right ventricular diastolic dysfunction in the postoperative period of tetralogy of Fallot

OBJECTIVE: To assess right ventricular diastolic function in the intermediate postoperative period of repair of tetralogy of Fallot. METHODS: We carried out a case-control study with 60 patients divided into 2 groups as follows: 1) group I - 30 patients who had undergone repair of tetralogy of Fallot and 2) group II - 30 healthy children. The 2 groups were paired for age, sex, and body surface. The flows in the pulmonary and tricuspid valves were analyzed with Doppler echocardiography. The presence of anterograde flow at the end of diastole in the pulmonary artery defined restrictive right ventricular physiology. Surgical, radiological, electrocardiographic, and echocardiographic variables were analized in the group I. RESULTS: The velocity of the A wave and the E/A ratio for the tricuspid valve showed significant differences between the groups. Cases with E/A < 1.30 predominated in inspiration (group I - 19/30, and group II - 5/30). The duration of the QRS complex on the electrocardiogram was significantly increased in patients with E/A <1.30. Nineteen (63.3%) patients had restrictive right ventricular physiology, which had a longer postoperative period, longer duration of the QRS complex, and a lower E/A ratio in inspiration. The surgical and radiological variables showed no statistical difference. CONCLUSION: Restrictive right ventricular physiology was detected on the intermediate follow-up of most patients undergoing repair of tetralogy of Fallot. The postoperative period and QRS duration were increased in patients with impairment in diastolic function.

Risk factors for acute myocardial infarction during the postoperative period of myocardial revascularization

OBJECTIVE: To identify risk factors for acute myocardial infarction during the postoperative period after myocardial revascularization. METHODS: This was a case-control study paired for sex, age, number, type of graft used, coronary endarterectomy, type of myocardial protection, and use of extracorporeal circulation. We assessed 178 patients (89 patients in each group) undergoing myocardial revascularization, and the following variables were considered: dyslipidemia, systemic hypertension, smoking, diabetes mellitus, previous myocardial revascularization surgery, previous coronary angioplasty, and acute myocardial infarction. RESULTS: Baseline clinical characteristics did not differ in the groups, except for previous myocardial revascularization surgery, prevalent in the case group (34 patients vs. 12 patients; p = 0.0002). This was the only independent predictor of risk for acute myocardial infarction in the postoperative period, based on a multivariate logistic regression analysis (p=0.0001). Mortality and the time of hospital stay of the case group were significantly higher (19.1% vs. 1.1%; p<0.001 and 15.7 days vs. 10.6 days; p<0.05 respectively) than those of the control. CONCLUSION: Only previous myocardial revascularization was an independent predictor of acute myocardial infarction in the postoperative period, based on multivariate logistic regression analysis.

Lipid peroxidation and nitric oxide inactivation in postmenopausal women

OBJECTIVE: To assess the effect of endogenous estrogens on the bioavailability of nitric oxide (·NO) and in the formation of lipid peroxidation products in pre- and postmenopausal women. METHODS: NOx and S-nitrosothiols were determined by gaseous phase chemiluminescence, nitrotyrosine was determined by ELISA, COx (cholesterol oxides) by gas chromatography, and cholesteryl linoleate hydroperoxides (CE18:2-OOH), trilinolein (TG18:2-OOH), and phospholipids (PC-OOH) by HPLC in samples of plasma. RESULTS: The concentrations of NOx, nitrotyrosine, COx, CE18:2-OOH, and PC-OOH were higher in the postmenopausal period (33.8±22.3 mM; 230±130 nM; 55±19 ng/mL; 17±8.7 nM; 2775±460 nM, respectively) as compared with those in the premenopausal period (21.1±7.3 mM; 114±41 nM; 31±13 ng/mL; 6±1.4 nM; 1635±373 nM). In contrast, the concentration of S-nitrosothiols was lower in the postmenopausal period (91±55 nM) as compared with that in the premenopausal p in the premenopausal period (237±197 nM). CONCLUSION: In the postmenopausal period, an increase in nitrotyrosine and a reduction of S-nitrosothiol formation, as well as an increase of COx, CE18:2-OOH and PC-OOH formation occurs. Therefore, •NO inactivation and the increase in lipid peroxidation may contribute to endothelial dysfunction and to the greater risk for atherosclerosis in postmenopausal women.

Influência do clima afectivo induzido pelo treinador no comportamento táctico e estado afectivo dos jogadores

O presente estudo tem como objectivo perceber como o clima afectivo (positivo ou negativo) induzido pelo treinador influencia o comportamento táctico e o estado afectivo percepcionado pelos jogadores de futebol Sub-15 do Campeonato Distrital da Associação de Futebol de Lisboa. Seleccionaram-se três equipas que constituíram os três grupos do estudo: grupo de afectividade positiva (GAP), grupo de afectividade negativa (GAN) e o grupo controlo (GC). Após um pré-teste, à excepção do GC, com manifestação de afectividade neutra pelo treinador, os grupos experimentais foram submetidos a situações de afectividade positiva e negativa, durante três sessões de treino. Após este período de intervenção, realizou-se um pós-teste. Avaliou-se afectos percepcionados pelos jogadores, através da escala PANAS e o comportamento táctico, através da largura de jogo da equipa, com base na recolha de dados posicionais, verificando-se a regularidade da largura de jogo através da entropia amostral (SampEn). Foram encontradas diferenças significativas na regularidade do comportamento no GAN ̅ e ̅ mas não se encontraram diferenças nos afectos percepcionados pelos jogadores em nenhum dos grupos. Encontrou-se igualmente uma tendência positiva na largura da equipa no GAP. Os resultados sugerem que o clima afectivo do treinador apresenta-se como um constrangimento ambiental que influência o comportamento táctico dos jogadores. O clima afectivo positivo estabeleceu um aumento da largura da equipa, mostrando-se viável à procura de comportamentos adaptativos para a consecução de objectivos estabelecidos.

Estudo preliminar da variação dos níveis de cortisol em doentes da espécie Canis familiaris sujeitos a mastectomia por doença oncológica da mama

Dissertação de Mestrado Integrado em Medicina Veterinária

Estudio de las respuestas neurofisiológicas y conductuales integradas en el sistema límbico: participación de los neuropéptidos derivados de la pre pro MCH y Angiotensina II

Numerosos estudios indican que la amígdala, se encuentra estrechamente ligada a la generación y modulación de los procesos emocionales. Aunque el complejo de la amígdala generalmente se define por varios grupos distintos de células, los núcleos de la amígdala basolateral que se conectan con el núcleo central y el núcleo de la estría terminal son los que proyectan a las áreas del sistema nervioso central involucradas en el control de las respuestas autónomas, los procesos cognitivos y la respuesta emocional. Además de los ampliamente estudiados sistemas glutamatérgico, gabaérgico, endorfinérgico, CRH, CCK entre otros, en estas áreas de la amígdala se encuentran receptores AT1 del sistema renina-angiotensina cerebral y llegan fibras del sistema de la pre-pro-hormona MCH (ppMCH) de la que se derivan la hormona concentradora de melanina (MCH) y otros dos péptidos biológicamente activos: el neuropéptido glicina (G)-ácido glutámico (E) (NGE) y el neuropéptido glutamina (E)- isoleucina (I) (NEI). Entre las áreas a las que se proyectan los núcleos de la amígdala se destaca la inervación de núcleos dopaminérgicos a través del área tegmental ventral y su influencia sobre la función del eje hipotálamo-hipófiso-adrenal (HHA) por la modulación de la descarga de ACTH a través de la inervación del núcleo hipotalámico paraventricular. Este proyecto tiene como objetivo evaluar los efectos de los neuropéptidos derivados de la ppMCH y Angiotensina II en la amígdala basolateral, sobre: el estado de ansiedad, conducta de exploración, activación del eje HHA y la trasmisión dopaminérgica en las áreas de proyección de la amígdala. Se empleará un modelo de miedo potenciado en ratas, que provoca una mayor activación de la amígdala y el establecimiento de un estado de ansiedad por la exposición previa a una situación de estrés. En este modelo se desencadenan respuestas similares a las encontradas en pacientes que sufren desórdenes de ansiedad, lo que nos permite estudiar el rol de los neuromoduladores en su fisiopatogenia.

Modificación funcional de la reactividad pre y postnatal hacia el alcohol

Los efectos teratológicos de la exposición etílica durante el desarrollo embrionario y fetal han sido reconocidos y sistematizados a nivel diagnóstico desde 1973. Entre los principales efectos derivados de exposición etílica prenatal se cuentan: retraso en el crecimiento pre y postnatal, malformaciones faciales, anormalidades en el desarrollo del sistema nervioso central, deficiencias atencionales e hiperactividad. El consumo de alcohol durante la gestación es considerado como la primera causa prevenible de retraso mental en el mundo occidental. El período de lactancia representa otra fuente potencial de exposición etílica. (...) El objetivo general de este equipo de investigación se centra en el análisis de las consecuencias de una experiencia temprana con etanol sobre la posterior reactividad prenatal e infantil hacia la droga y/o sobre posteriores patrones de detección, discriminación e ingesta de alcohol. (...) (...) Este proyecto se subdivide en tres líneas de investigación. La primera de ellas contempla el análisis de capacidades de aprendizaje asociativo en el feto de rata a término. Específicamente se indagará sobre la asociabilidad entre las claves quimiosensoriales alojadas en el líquido amniótico y el estado de intoxicación aguda fetal generado por la administración intragástrica de dosis moderadas de alcohol a nivel materno. La retención de este proceso asociativo y/o de memorias relativas a atributos orosensoriales del fármaco y de eventuales estímulos condicionales se realizará postnatalmente mediante esquemas de habituación y deshabituación comportamental frente a dichas claves. Una segunda línea de estudios contempla el análisis de cambios en la reactividad infantil frente al etanol en función de la exposición crónica al psicotrópico cuando el mismo se encuentra presente en el contenido lácteo materno. El estudio ahonda en el establecimiento de memorias específicas respecto al fármaco y la posible modulación de las mismas a través de la disrupción de la conducta materna por el estado de intoxicación etílico. Finalmente el proyecto estipula la continuidad de investigaciones en referencia a la acción disruptiva del etanol sobre el aprendizaje asociativo infantil. El estudio sugerido se centra sobre la posibilidad de reactivar memorias afectadas por el estado tóxico del infante en el momento de evocación de las mismas. Se pretende generar un cuerpo de información conducente a establecer si el estado tóxico altera el proceso evocativo por aristas hedónicas específicas de dicho estado que compitan con el aprendizaje original.