Design and implementation of a multicriteria medical decision support system for diagnosis and treatment

Health care providers face the problem of trying to make decisions with inadequate information and also with an overload of (often contradictory) information. Physicians often choose treatment long before they know which disease is present. Indeed, uncertainty is intrinsic to the practice of medicine. Decision analysis can help physicians structure and work through a medical decision problem, and can provide reassurance that decisions are rational and consistent with the beliefs and preferences of other physicians and patients. ^ The primary purpose of this research project is to develop the theory, methods, techniques and tools necessary for designing and implementing a system to support solving medical decision problems. A case study involving “abdominal pain” serves as a prototype for implementing the system. The research, however, focuses on a generic class of problems and aims at covering theoretical as well as practical aspects of the system developed. ^ The main contributions of this research are: (1) bridging the gap between the statistical approach and the knowledge-based (expert) approach to medical decision making; (2) linking a collection of methods, techniques and tools together to allow for the design of a medical decision support system, based on a framework that involves the Analytic Network Process (ANP), the generalization of the Analytic Hierarchy Process (AHP) to dependence and feedback, for problems involving diagnosis and treatment; (3) enhancing the representation and manipulation of uncertainty in the ANP framework by incorporating group consensus weights; and (4) developing a computer program to assist in the implementation of the system. ^

Consequences of insecurity in emergency telephone consultations: an experimental study in medical students.

QUESTION UNDER STUDY Handling emergency telephone consultations (ETCs) is a challenging and very important task for doctors. The aims of the study were to document insecurity in medical students during ETCs and to identify the reasons for that insecurity. We hypothesised that insecurity is associated with advising more urgent action (e.g. advice to call for an ambulance) in ETCs. METHODS We used ETCs with simulated patients (SPs), with each student randomly allocated two of four possible cases. After the training, 137 students reported on any insecurity that they had in the various ETC phases. We analysed the reasons for insecurity using descriptive statistics. The association between the students' advice that urgent action was needed and their insecurity was analysed with Spearman rank correlation. RESULTS Overall, 95% of the students felt insecure in at least one phase of their ETC. History taking was the phase in which students felt most insecure (63.1%), followed by the phase of analysing the information given by the patient (44.9%). Perceived insecurity was associated with more urgent advice in one case scenario (abdominal pain; correlation r = 0.46; p <0.01). The other two cases (child with fever; chest pain) also had a positive, but not statistically significant, correlation trend (p <0.12; p <0.08). CONCLUSIONS Insecurity is highly prevalent among medical students in their ETC decision-making. ETC training in medical schools, with a focus on structured history taking and formulating discriminating questions, might help decrease insecurity in ETCs. Medical education should also teach management of insecurity.

Laparoscopically assisted ventriculoperitoneal shunt placement: a prospective randomized controlled trial

OBJECT In ventriculoperitoneal (VP) shunt surgery, laparoscopic assistance can be used for placement of the peritoneal catheter. Until now, the efficacy of laparoscopic shunt placement has been investigated only in retrospective and nonrandomized prospective studies, which have reported decreased distal shunt dysfunction rates in patients undergoing laparascopic placement compared with mini-laparotomy cohorts. In this randomized controlled trial the authors compared rates of shunt failure in patients who underwent laparoscopic surgery for peritoneal catheter placement with rates in patients who underwent traditional mini-laparotomy. METHODS One hundred twenty patients scheduled for VP shunt surgery were randomized to laparoscopic surgery or mini-laparotomy for insertion of the peritoneal catheter. The primary endpoint was the rate of overall shunt complication or failure within the first 12 months after surgery. Secondary endpoints were distal shunt failure, overall complication/ failure, duration of surgery and hospitalization, and morbidity. RESULTS The overall shunt complication/failure rate was 15% (9 of 60 cases) in the laparoscopic group and 18.3% (11 of 60 cases) in the mini-laparotomy group (p = 0.404). Patients in the laparoscopic group had no distal shunt failures; in contrast, 5 (8%) of 60 patients in the mini-laparotomy group experienced distal shunt failure (p = 0.029). Intraoperative complications occurred in 2 patients (both in the laparoscopic group), and abdominal pain led to catheter removal in 1 patient per group. Infections occurred in 1 patient in the laparoscopic group and 3 in the mini-laparotomy group. The mean durations of surgery and hospitalization were similar in the 2 groups. CONCLUSIONS While overall shunt failure rates were similar in the 2 groups, the use of laparoscopic shunt placement significantly reduced the rate of distal shunt failure compared with mini-laparotomy.

Long-term results of a prospective randomised trial assessing the impact of readaptation of the dorsolateral peritoneal layer following extended pelvic lymph node dissection and cystectomy.

OBJECTIVE To evaluate the long term oncological and functional outcomes after readaptation of the dorsolateral peritoneal layer following pelvic lymph node dissection (PLND) and cystectomy . PATIENTS AND METHODS A randomised, single-center, single-blinded, two-arm trial was conducted on 200 consecutive cystectomy patients who underwent PLND and cystectomy for bladder cancer (abdominal pain and bloating at 3 (p = 0.002) and 6 months (p = 0.01). CONCLUSION Readaptation of the dorsolateral peritoneal layer following PLND and cystectomy has a beneficial long-term impact on bowel function and postoperative pain without compromising oncological radicality. This article is protected by copyright. All rights reserved.

Gallbladder and Pancreas in Henoch-Schönlein Purpura: Review of the Literature

OBJECTIVE Involvement of the pancreato-biliary system has been occasionally noted in Henoch-Schönlein purpura. Furthermore, cases of this vasculitis syndrome sometimes develop in the context of a viral hepatitis or after hepatitis vaccination. METHODS We completed a review of the literature. RESULTS Fifty reports published between 1977 and 2015 were retained for the analysis. A pancreato-biliary involvement was recognized in 34 individually well-described patients (♂:♀ = 19:15) with severe abdominal pain: pancreatitis (N = 20), acalculous cholecystitis (N = 11), both pancreatitis and cholecystitis (N = 3). In all of the pancreatitis patients, full recovery occurred (within ≤3 weeks in three-fourths of the patients). Cholecystectomy was performed in 8 cholecystitis patients. Seventeen Henoch-Schönlein patients (♂:♀ = 9:8) were associated with a viral liver disease and 4 (♂:♀ = 1:3) with a hepatitis vaccination. The vasculitis syndrome rapidly remitted in the 7 patients accompanying hepatitis A or E, in 2 patients of hepatitis B, and in the 4 patients preceded by a vaccination. Henoch-Schönlein purpura seemed to be serious in 5 patients with chronic hepatitis B and in 3 with chronic hepatitis C. CONCLUSIONS This analysis indicates that pancreato-biliary involvement is unusual in Henoch-Schönlein purpura. This complication deserves consideration in patients with especially severe abdominal pain. Finally, viral hepatitides and hepatitis vaccinations seem to be rare triggers of Henoch-Schönlein purpura.

Long-term gastrointestinal complications of Clostridium difficile associated diarrhea (CDAD)

Background. The incidence of Clostridium difficile -associated diarrhea (CDAD) is increasing worldwide likely because of increased use of broad spectrum antibiotics and the introduction of a clonal hyper-virulent strain called the BI strain. Short-term complications of CDAD include recurrent disease, requirement for colectomy, and persistent disease. However, data on the long-term consequences of CDAD are scarce. Among other infectious diseases (Shigella, Salmonella, and Campylobacter), long-term consequences such as irritable bowel syndrome (IBS), chronic dyspepsia/diarrhea, and other GI effects have been noted. Since the mechanism of action of these agents is similar to C.difficile, we hypothesized that patients with CDAD have greater likelihood of developing IBS and other functional gastrointestinal disorders (FGIDs) in the long-term as compared to a general sample of recently hospitalized patients. ^ Objective. To evaluate the long-term gastrointestinal complications of CDAD, (IBS, functional diarrhea, functional abdominal bloating, functional constipation and functional abdominal pain syndrome). ^ Methods. The current study was a secondary analysis of a previously completed observational case-control outcome study. Adult CDAD patients at St. Luke's Episcopal Hospital, Houston (SLEH) were followed up and interviewed by telephone six months after the initial diagnosis thereafter evaluated for the development of IBS and other FGIDs. A total of 46 patients with CDAD infection were recruited at SLEH between May-November 2007. The comparators were patients hospitalized in SLEH within one month before or after the admission of the reference case, hospital length of stay within one week longer or shorter than reference case, and age within 10 years more or less than the reference case. Cases and comparators were compared using Fisher's exact test. A p<0.05 was considered significant. ^ Results. Thirty CDAD patients responded to the questionnaires and were compared to 40 comparators. No comparator developed a FGID, while 3 (10%) CDAD patients developed new onset IBS (p=0.07), 4 (13.3%) developed new onset Functional Diarrhea (p=0.03), and 3 (10%) developed new onset Functional Constipation (p=0.07). No patient developed Functional Abdominal Bloating and Functional Abdominal Pain Syndrome. ^ Conclusion. In this study, new onset functional diarrhea was significantly more common in patients CDAD within six months after initial infection compared to matched controls.^

Prevalence and determinants of colonic polyps in children undergoing colonoscopy: A large hospital-based cross-sectional study

Background. Colorectal polyps are abnormal growths in the wall of the colon including the rectum. The study aims to estimate the prevalence and type of colonic polyps in children undergoing colonoscopic examination at Texas Children's Hospital (TCH) in Houston, Texas during 2000-2007. Also, to examine the factors associated with colonic polyps and the potential determinants of colonic polyps in children undergoing colonoscopy and compare those who had colonic polyps with those who did not on colonoscopy, and determine the significant risk factors of colonic polyps in these children. ^ Methods. We conducted a cross sectional study to analyze data collected at TCH. We obtained demographic, clinical, and histopathology information on consecutive patients who underwent colonoscopy during 2000-2007 from endoscopic records contained in the PEDS-CORI registry (Pediatric Endoscopy Database System-Clinical Outcomes Research Initiative), and abstracted data from the accompanying histopathology reports. ^ Results. We identified 2,693-unique patients, under 18 years of age, who underwent colonoscopy. Approximately 65.5% were white non-Hispanic, and 10.8% African-American. The mean age was 8.7 years and 51.8% were female patients. Polyps were present in 174 patients (6.5%). The most common two histological types were juvenile (60.6%), inflammatory (17.4%). We found that the prevalence of polyps was higher in younger aged children (12.9% in 0-5 years) than in older aged children (4% in 15-17 years), and slightly higher in males than in females (7.9% and 5.4% respectively). For males only, the odds of polyps were statistically significantly higher in Blacks and Hispanics compared to white non Hispanics (OR of 2.2 and 2.1, respectively, and 95% CI of 1.3, 3.9 and 1.3, 3.5 respectively). The indications for colonoscopy were different for children with polyps compared to those without polyps, i.e., 47.0% vs. 19.8% respectively for lower GI bleeding, 2.7% vs. 21.4% respectively for abdominal pain/bloating, and, or 0.9% vs. 9.6% respectively for diarrhea. ^ Conclusion. Colorectal polyps occur in about 1 in 15 children and adolescents undergoing first colonoscopy. The demographic variable of younger age is strongly associated with having polyps irrespective of ethnicity. Lower GI bleeding is strongly related to the presence of colorectal polyps in children and adolescents undergoing colonoscopy.^

Natural history of placebo treatment in adults acquiring travelers' diarrhea in Mexico

The natural history of placebo treated travelers' diarrhea and the prognostic factors of recovery from diarrhea were evaluated using 9 groups of placebo treated subjects from 9 clinical trial studies conducted since 1975, for use as a historical control in the future clinical trial of antidiarrheal agents. All of these studies were done by the same group of investigators in one site (Guadalajara, Mexico). The studies are similar in terms of population, measured parameters, microbiologic identification of enteropathogens and definitions of parameters. The studies had two different durations of followup. In some studies, subjects were followed for two days, and in some they were followed for five days.^ Using definitions established by the Infectious Diseases society of America and the Food and Drug Administration, the following efficacy parameters were evaluated: Time to last unformed stool (TLUS), number of unformed stools post-initiation of placebo treatment for five consecutive days of followup, microbiologic cure, and improvement of diarrhea. Among the groups that were followed for five days, the mean TLUS ranged from 59.1 to 83.5 hours. Fifty percent to 78% had diarrhea lasting more than 48 hours and 25% had diarrhea more than five days. The mean number of unformed stools passed on the first day post-initiation of therapy ranged from 3.6 to 5.8 and, for the fifth day ranged from 0.5 to 1.5. By the end of followup, diarrhea improved in 82.6% to 90% of the subjects. Subjects with enterotoxigenic E. coli had 21.6% to 90.0% microbiologic cure; and subjects with shigella species experienced 14.3% to 60.0% microbiologic cure.^ In evaluating the prognostic factors of recovery from diarrhea (primary efficacy parameter in evaluating the efficacy of antidiarrheal agents against travelers' diarrhea). The subjects from five studies were pooled and the Cox proportional hazard model was used to evaluate the predictors of prolonged diarrhea. After adjusting for design characteristics of each trial, fever with a rate ratio (RR) of 0.40, presence of invasive pathogens with a RR of 0.41, presence of severe abdominal pain and cramps with a RR of 0.50, number of watery stools more than five with a RR of 0.60, and presence of non-invasive pathogens with a RR of 0.84 predicted a longer duration of diarrhea. Severe vomiting with a RR of 2.53 predicted a shorter duration of diarrhea. The number of soft stools, presence of fecal leukocytes, presence of nausea, and duration of diarrhea before enrollment were not associated with duration of diarrhea. ^

Azithromycin efficacy in treatment of Chlamydia trachomatis

Adolescents 15 – 19 years of age have the highest prevalence of Chlamydia trachomatis out of any age group, reaching 28.3% among detained youth [1]. The 2010 Center for Disease Control guidelines recommend one dose of azithromycin for the treatment of uncomplicated chlamydia infections based on 97% cure rate with azithromycin. Recent studies found an 8% or higher failure rate of azithromycin treatment in adolescents [2-5]. We conducted a prospective study beginning May, 2012 in the Harris County Juvenile Justice Center (HCJJC) medical department. Study subjects were detainees with positive urine NAAT tests for chlamydia on intake. We provided treatment with Azithromycin, completed questionnaires assessing risk factors and performed a test of cure for chlamydia three weeks after successful treatment. Those with treatment failure (positive TOC) received doxycycline for seven days. The preliminary results summarized herein are based on data collected from May 2012 to January 2013. Of the 97 youth enrolled in the study to date, 4 (4.1%) experienced treatment failure after administration of Azithromycin. Of these four patients, all were male, African-American and asymptomatic at the time of initial diagnosis and treatment. Of note, 37 (38%) patients in the cohort complained of abdominal pain with administration of Azithromycin. Results to date suggest that the efficacy of Azithromycin in our study is higher than the recent reported studies indicating a possible upper bound of Azithromycin. These results are preliminary and recruitment will continue until a sample size of 127 youth is reached.^

Spontaneous rupture of malarial spleen: two case reports and review of literature

Malaria has long been among the most common diseases in the southeast Anatolia region of Turkey. In 1992, 18676 cases were diagnosed in Turkey, and Diyarbakir city had the highest incidence (4168 cases), followed by SanliUrfa city (3578 cases). Malaria was especially common during 1994 and 1995, with 84 345 and 82 094 cases being diagnosed in these years, respectively. Spontaneous rupture of malarial spleen is rare. We saw two cases during 1998, which are reported herein. Both patients were male, and were receiving chloroquine treatment for an acute attack of malaria. One of the patients had developed abdominal pain and palpitations, followed by fainting. The other patient had abdominal pain and fever. Explorative laparotomy revealed an enlarged spleen in both patients. Splenectomy was performed in both patients. We have identified 15 episodes of spontaneous rupture of the spleen in the English language literature published since 1961. Because of increased travel to endemic areas and resistance to antimalarial drugs, malaria is a major medical problem that is becoming increasingly important to surgeons worldwide. Malaria is a particularly important problem in the southeast Anatolia region of Turkey. Prophylactic precautions should be taken by tourists who travel to this region, especially during the summer.

Qualidade de vida relacionada à saude em mulheres com reações adversas após tratamento com quimioterapia para câncer de mama

Trata-se de estudo descritivo, exploratório, transversal, quantitativo, realizado com mulheres em tratamento quimioterápico para neoplasias de mama, em Aracaju-Sergipe-Brasil. O objetivo foi avaliar a qualidade de vida relacionada à saúde (QVRS) destas mulheres que apresentaram reações adversas pós quimioterapia. Foram utilizados instrumentos contendo dados sócio demográficos, clínicos e terapêuticos, European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-Core30 e formulário de registro de toxicidades dos antineoplásicos. Na análise dos dados, foram utilizados análise descritiva, cálculos de percentual, teste de Shapiro-Wilk, coeficiente de correlação de Pearson ou de Spearman, teste de ANOVA ou Kruskal-Wallis. Os resultados mostraram dados de 206 mulheres, a partir da segunda sessão de quimioterapia, com média de idade de 53,1 anos, maioria procedente de Sergipe, com Carcinoma Ductal Infiltrante, estadiamento III. A maioria realizou cirurgia oncológica, não realizaram radioterapia devido à grande fila de espera, o protocolo de quimioterapia mais comum foi TAC (docetaxel, doxorrubicina e ciclofosfamida). Quanto às reações adversas, a maioria não apresentou alterações hematológicas e metabólicas no momento da coleta das informações, nas alterações funcionais, a fadiga foi presente em 80,8% dos casos, de forma moderada. Nas alterações gastrintestinais, diarreia, constipação, mucosite, náusea, vômito e dor abdominal foram citadas pela maioria. Nas alterações dermatológicas, a alopecia, hiperpigmentação na pele, alterações nas unhas, prurido na pele, descamação e eritema multiforme foram citadas pelas entrevistadas. Nas alterações cardiovasculares, hipotensão e HAS sobressaíram-se. Nas alterações neurológicas, neuropatia periférica, perda da audição e zumbido foram comuns. Os resultados da avaliação da QVRS foram analisadas à luz do referencial teórico de Ferrel et al. (1995) com os seguintes resultados: média do escore 76,01; escalas funcionais apresentaram escore baixo, com aspectos físico, emocional, cognitivo, funcional e social bastante afetados após o tratamento, o desempenho de papéis e função emocional foram os mais prejudicados; na escala de sintomas, os domínios mais prejudicados foram: dificuldades financeiras, fadiga e insônia. Na análise de correlação, o escore geral da QVRS apresentou correlação estatisticamente significante com a quantidade de reações adversas na medula óssea. Em todos os casos estatisticamente significantes o domínio emocional apresentou correlações positivas e o domínio dor, correlações negativas. A idade apresentou correlação estatisticamente significante e negativa com os domínios físico e dificuldades financeiras e positiva com perda de apetite. Pelo procedimento de comparações múltiplas, as diferenças ocorreram entre os estados civis casado e separado e também casado e solteiro, entre as religiões católica e evangélica, entre os ensinos fundamental e médio e entre médio e superior; para a extensão da doença os domínios dor e insônia apresentaram diferenças estatisticamente significantes entre as categorias de extensão. Para renda mensal, os domínios fisico, desempenho de papel, emocional, constipação e dificuldades financeiras apresentaram diferenças estatisticamente significantes entre as categorias de renda. Nos domínios fisico, desempenho de papel e emocional as diferenças ocorreram entre as faixas de 1 a 3 e mais de 6 salários. Concluiu-se que as reações adversas causadas pelo tratamento antineoplásico com quimioterapia afetaram de algum modo as pacientes, causando déficits em vários domínios, prejudicando assim sua QVRS

Hiperparatiroidismo primário em doentes jovens

Trabalho Final do Curso de Mestrado Integrado em Medicina, Faculdade de Medicina, Universidade de Lisboa, 2014

Pólipos hiperplásicos da junção gastro-esofágica em idade pediátrica

Trabalho Final do Curso de Mestrado Integrado em Medicina, Faculdade de Medicina, Universidade de Lisboa, 2014

Abcesso hepático piogénico criptogénico : caso clínico

Trabalho Final do Curso de Mestrado Integrado em Medicina, Faculdade de Medicina, Universidade de Lisboa, 2014

Uma intervenção nutricional com restrição de Fodmaps integrada no tratamento da fibromialgia : uma realidade com benefícios?

Tese de mestrado, Nutrição Clínica, Universidade de Lisboa, Faculdade de Medicina, 2016