Análise Exploratória do Índice de Desenvolvimento Humano: uma aplicação do Self Organizing Map na segmentação dos países

Dissertação apresentada como requisito parcial para obtenção do grau de Mestre em Estatística e Gestão de Informação.

Effect of C282Y Genotype on Self-Reported Musculoskeletal Complications in Hereditary Hemochromatosis

OBJECTIVE: Arthropathy that mimics osteoarthritis (OA) and osteoporosis (OP) is considered a complication of hereditary hemochromatosis (HH). We have limited data comparing OA and OP prevalence among HH patients with different hemochromatosis type 1 (HFE) genotypes. We investigated the prevalence of OA and OP in patients with HH by C282Y homozygosity and compound heterozygosity (C282Y/H63D) genotype. METHODS: A total of 306 patients with HH completed a questionnaire. Clinical and demographic characteristics and presence of OA, OP and related complications were compared by genotype, adjusting for age, sex, body mass index (BMI), current smoking and menopausal status. RESULTS: In total, 266 of the 306 patients (87%) were homozygous for C282Y, and 40 (13%) were compound heterozygous. The 2 groups did not differ by median age [60 (interquartile range [IQR] 53 to 68) vs. 61 (55 to 67) years, P=0.8], sex (female: 48.8% vs. 37.5%, P=0.18) or current smoking habits (12.4% vs. 10%, P=0.3). As compared with compound heterozygous patients, C282Y homozygous patients had higher median serum ferritin concentration at diagnosis [1090 (IQR 610 to 2210) vs. 603 (362 to 950) µg/L, P<0.001], higher median transferrin saturation [80% (IQR 66 to 91%) vs. 63% (55 to 72%), P<0.001]) and lower median BMI [24.8 (22.1 to 26.9) vs. 26.2 (23.5 to 30.3) kg/m2, P<0.003]. The overall prevalence of self-reported OA was significantly higher with C282Y homozygosity than compound heterozygosity (53.4% vs. 32.5%; adjusted odds ratio [aOR] 2.4 [95% confidence interval 1.2-5.0]), as was self-reported OP (25.6% vs. 7.5%; aOR 3.5 [1.1-12.1]). CONCLUSION: Patients with C282Y homozygosity may be at increased risk of musculoskeletal complications of HH.

Unsupervised classification of remote sensing images combining Self Organizing Maps and segmentation techniques

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

HPV : devem os rapazes ser vacinados?

RESUMO - A infecção por Vírus do Papiloma Humano (Human Papillomavirus - HPV) é uma das doenças de transmissão sexual mais frequentes em todo o mundo. A descoberta de que esta infecção é responsável pelo carcinoma do colo do útero impulsionou o desenvolvimento de vacinas contra o HPV. Em Portugal, a vacina tetravalente contra o HPV faz parte do Plano Nacional de Vacinação, sendo administrada apenas a raparigas aos 13 anos de idade como medida profiláctica do carcinoma do colo do útero. Nos Estados Unidos da América, em Dezembro de 2010, a Food and Drugs Administration (FDA) aprovou o uso da vacina tetravalente na prevenção de lesões pré-cancerígenas e cancerígenas do ânus, tanto em rapazes como em raparigas, dos 9 aos 26 anos. A 25 de Outubro de 2011, o Advisory Committee on Immunization Practices (ACIP) recomendou que todos os rapazes de 11 e 12 anos sejam vacinados contra o HPV com a vacina tetravalente. Partindo desta realidade, o que se pretende com o presente trabalho é compilar evidência científica suficiente que permita ponderar mais aprofundadamente acerca das implicações, a partir de dados epidemiológicos e económicos, de se vacinar ou não os rapazes contra o HPV em Portugal. Em primeiro lugar recolheu-se evidência científica acerca da relação entre a infecção por HPV e o desenvolvimento de carcinomas de diversas regiões anatómicas. Em segundo lugar compilaram-se dados epidemiológicos sobre a incidência e sobrevivência associada aos diferentes tipos de tumores potencialmente associados à infecção por HPV, dando especial ênfase à realidade portuguesa. Em terceiro lugar enquadrou-se sucintamente a história da vacinação contra o HPV em Portugal e as vacinas existentes para prevenir esta infecção. Em quarto lugar foram revistos estudos de avaliação económica da vacinação contra o HPV quer em mulheres quer em homens, após uma introdução ao conceito de avaliação económica do medicamento. Em quinto lugar, foi feita uma estimativa dos custos com a vacinação dos rapazes contra o HPV durante os próximos 20 anos. Por último, procurou-se reflectir acerca das implicações de se alargar ou não a vacinação contra o HPV aos rapazes em Portugal.

The use of different concentrations of leishmanial antigen in skin testing to evaluate delayed hypersensitivity in american cutaneous leishmaniasis

Three concentrations of Leishmania mexicana amazonensis sonicated whole promastigote antigen (30, 9.6 and 3 ug N in 0.1 ml) wereprepared and 0.1 ml of each inoculated intradermally intopatients who live in one endemic leishmaniasis region in Brazil. Patients were divided into groups with active cutaneous leishmaniasis (ACL), healed cutaneous leishmaniasis (HCL), mucosal leishmaniasis (ML), and Controls (C). Skin reactions were recorded by measuring induration 48 hours after inoculation. Skin tests using 9.6 ugN/0.1 mlyielded the best diagnostic resultssince 97% of 30 patients with active lesions (cutaneous or mucosal) and 83% with HCL showed reactions of 5 mm orgreater as compared with 4% Controls. Tests using 30ug N/O. 1 ml causedan unacceptable levei of skin reactions with necrosis (10% of ACL patients tested and 17% of HCL, respectively). Tests using 3 ug N/O. 1 ml were less sensitive since only 87% of patients with active lesions and 68% with HCL had reactions of 5mm orgreater. The 3 ug N/O. 1 ml dose was utilized to ask the questions whether skin delayed hypersensitivity decreased with time after the initial lesion and whether mucosal involvement is associated with enhaced hypersensitivity to leishmanial antigen. Decreased delayed hypersensitivity was noted only in those patients who had an initial lesion more than 30 years ago. The mean induration of the reaction in 10 patients with ML was 11.3 mm ± 7.15, in 41 patients with HCL, 9.27 mm ± 6.78 and in 20patients with ACL 10. 7 mm ± 6.10 mm. The percent of patients with 5 mm orgreater induration was ML 80%, HCL 71%, ACL 90%. Thus, we could not confirm an association between enhanced delayed hypersensitivity and mucosal involvement in leishmaniasis.

Credit risk stress testing: The Portuguese environment, macroeconomic scenarios and the estimation of losses for corporate sectors

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Finance from the NOVA – School of Business and Economics

Testing for volatility persistence change: The effect of the credit crisis on the Portuguese banks

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Finance from the NOVA – School of Business and Economics

HIV-related discrimination in Sub-Sahran Africa: Explanatory characteristics and consequences on employment and HIV-testing

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Economics from the NOVA – School of Business and Economics

Men’s purchase intention of shampoo: a model based on the theory of planned behavior and self-concept

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

The impacts of the Cape Verde self-employed social security scheme

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Economics from the NOVA – School of Business and Economics

Adapter module for self-learning production systems

Dissertação para obtenção do Grau de Mestre em Engenharia Electrotécnica, Sistemas e Computadores

Criação de clusters de clientes de um banco através do self-organizing maps hierárquico: comparação entre HSOM e SOM

Trabalho de Projeto apresentado como requisito parcial para obtenção do grau de Mestre em Estatística e Gestão de Informação

Análise do mercado financeiro baseada em análise técnica com self-organizing maps

Dissertação apresentada como requisito parcial para obtenção do grau de Mestre em Estatística e Gestão de Informação

Enhancing physical activity coaching through personalized motivational strategies and self-adaptive goal-setting: development of self-adaptive processes in a monitoring and coaching smartphone application

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Assessing self-organization and emergence in Evolvable Assembly Systems (EAS)

Dissertação para obtenção do Grau de Mestre em Engenharia Electrotécnica e de Computadores