Studies on the wine spoilage yeast Brettanomyces bruxellensis: 4-ethylphenol production and improved detection

Dissertação para obtenção do Grau de Mestre em Biotecnologia

Development of an equipment to detect and quantify muscular spasticity

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Study of nuclear reactions relevant for astrophysics by Micro-AMS

Dissertação para obtenção do Grau de Doutor em Física

Analysis of urban land use and land cover changes: a case of study in Bahir Dar, Ethiopia

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

A nanopore-based stochastic detection method: Single molecule characterisation of nanoparticles using ()- hemolysin

Dissertation presented to obtain the Ph.D degree in Chemistry.

A volumetric hybrid representation for obstacle detection in all-terrain robots

This dissertation presents an approach aimed at three-dimensional perception’s obstacle detection on all-terrain robots. Given the huge amount of acquired information, the adversities such environments present to an autonomous system and the swiftness, thus required, from each of its navigation decisions, it becomes imperative that the 3-D perceptional system to be able to map obstacles and passageways in the most swift and detailed manner. In this document, a hybrid approach is presented bringing the best of several methods together, combining the lightness of lesser meticulous analyses with the detail brought by more thorough ones. Realizing the former, a terrain’s slope mapping system upon a low resolute volumetric representation of the surrounding occupancy. For the latter’s detailed evaluation, two novel metrics were conceived to discriminate the little depth discrepancies found in between range scanner’s beam distance measurements. The hybrid solution resulting from the conjunction of these two representations provides a reliable answer to traversability mapping and a robust discrimination of penetrable vegetation from that constituting real obstructions. Two distinct robotic platforms offered the possibility to test the hybrid approach on very different applications: a boat, under an European project, the ECHORD Riverwatch, and a terrestrial four-wheeled robot for a national project, the Introsys Robot.

A semi-automatic approach to code smells detection

Eradication of code smells is often pointed out as a way to improve readability, extensibility and design in existing software. However, code smell detection remains time consuming and error-prone, partly due to the inherent subjectivity of the detection processes presently available. In view of mitigating the subjectivity problem, this dissertation presents a tool that automates a technique for the detection and assessment of code smells in Java source code, developed as an Eclipse plugin. The technique is based upon a Binary Logistic Regression model that uses complexity metrics as independent variables and is calibrated by expert‟s knowledge. An overview of the technique is provided, the tool is described and validated by an example case study.

Transimpedance amplifier for early detection of breast cancer

Breast cancer is the most common type of cancer worldwide. The effectiveness of its treatment depends on early stage detection, as well as on the accuracy of its diagnosis. Recently, diagnosis techniques have been submitted to relevant breakthroughs with the upcoming of Magnetic Resonance Imaging, Ultrasound Sonograms and Positron Emission Tomography (PET) scans, among others. The work presented here is focused on studying the application of a PET system to a Positron Emission Mammography (PEM) system. A PET/PEM system works under the principle that a scintillating crystal will detect a gamma-ray pulse, originated at the cancerous cells, converting it into a correspondent visible light pulse. The latter must then be converted into an electrical current pulse by means of a Photo- -Sensitive Device (PSD). After the PSD there must be a Transimpedance Amplifier (TIA) in order to convert the current pulse into a suitable output voltage, in a time period lower than 40 ns. In this Thesis, the PSD considered is a Silicon Photo-Multiplier (SiPM). The usage of this recently developed type of PSD is impracticable with the conventional TIA topologies, as it will be proven. Therefore, the usage of the Regulated Common-Gate (RCG) topology will be studied in the design of the amplifier. There will be also presented two RCG variations, comprising a noise response improvement and differential operation of the circuit. The mentioned topology will also be tested in a Radio-Frequency front-end, showing the versatility of the RCG. A study comprising a low-voltage self-biasing feedback TIA will also be shown. The proposed circuits will be simulated with standard CMOS technology (UMC 130 nm), using a 1.2 V power supply. A power consumption of 0.34 mW with a signal-to-noise ratio of 43 dB was achieved.

Amorphous silicon e 3D sensors applied to object detection

Nowadays, existing 3D scanning cameras and microscopes in the market use digital or discrete sensors, such as CCDs or CMOS for object detection applications. However, these combined systems are not fast enough for some application scenarios since they require large data processing resources and can be cumbersome. Thereby, there is a clear interest in exploring the possibilities and performances of analogue sensors such as arrays of position sensitive detectors with the final goal of integrating them in 3D scanning cameras or microscopes for object detection purposes. The work performed in this thesis deals with the implementation of prototype systems in order to explore the application of object detection using amorphous silicon position sensors of 32 and 128 lines which were produced in the clean room at CENIMAT-CEMOP. During the first phase of this work, the fabrication and the study of the static and dynamic specifications of the sensors as well as their conditioning in relation to the existing scientific and technological knowledge became a starting point. Subsequently, relevant data acquisition and suitable signal processing electronics were assembled. Various prototypes were developed for the 32 and 128 array PSD sensors. Appropriate optical solutions were integrated to work together with the constructed prototypes, allowing the required experiments to be carried out and allowing the achievement of the results presented in this thesis. All control, data acquisition and 3D rendering platform software was implemented for the existing systems. All these components were combined together to form several integrated systems for the 32 and 128 line PSD 3D sensors. The performance of the 32 PSD array sensor and system was evaluated for machine vision applications such as for example 3D object rendering as well as for microscopy applications such as for example micro object movement detection. Trials were also performed involving the 128 array PSD sensor systems. Sensor channel non-linearities of approximately 4 to 7% were obtained. Overall results obtained show the possibility of using a linear array of 32/128 1D line sensors based on the amorphous silicon technology to render 3D profiles of objects. The system and setup presented allows 3D rendering at high speeds and at high frame rates. The minimum detail or gap that can be detected by the sensor system is approximately 350 μm when using this current setup. It is also possible to render an object in 3D within a scanning angle range of 15º to 85º and identify its real height as a function of the scanning angle and the image displacement distance on the sensor. Simple and not so simple objects, such as a rubber and a plastic fork, can be rendered in 3D properly and accurately also at high resolution, using this sensor and system platform. The nip structure sensor system can detect primary and even derived colors of objects by a proper adjustment of the integration time of the system and by combining white, red, green and blue (RGB) light sources. A mean colorimetric error of 25.7 was obtained. It is also possible to detect the movement of micrometer objects using the 32 PSD sensor system. This kind of setup offers the possibility to detect if a micro object is moving, what are its dimensions and what is its position in two dimensions, even at high speeds. Results show a non-linearity of about 3% and a spatial resolution of < 2µm.

Immunohistochemistry detection of putative miR-200c and miR-203 targets in breast cancer patients

Part of this thesis will be published in the following: Gomes, B.C., Santos, B. 2015. Methods for studying microRNAs expression and their targets in formalin-fixed, paraffin-embedded (FFPE) breast cancer tissues. In Methods in Molecular Biology: Cancer Drug Resistance (Rueff, J. & Rodrigues, A.S. eds), Springer Protocols.

State detection in a financial portfolio: a self-organizing maps approach for financial time series

This study analyses financial data using the result characterization of a self-organized neural network model. The goal was prototyping a tool that may help an economist or a market analyst to analyse stock market series. To reach this goal, the tool shows economic dependencies and statistics measures over stock market series. The neural network SOM (self-organizing maps) model was used to ex-tract behavioural patterns of the data analysed. Based on this model, it was de-veloped an application to analyse financial data. This application uses a portfo-lio of correlated markets or inverse-correlated markets as input. After the anal-ysis with SOM, the result is represented by micro clusters that are organized by its behaviour tendency. During the study appeared the need of a better analysis for SOM algo-rithm results. This problem was solved with a cluster solution technique, which groups the micro clusters from SOM U-Matrix analyses. The study showed that the correlation and inverse-correlation markets projects multiple clusters of data. These clusters represent multiple trend states that may be useful for technical professionals.

Design of a CMOS amplifier for breast cancer detection

A transimpedance amplifier (TIA) is used, in radiation detectors like the positron emission tomography(PET), to transform the current pulse produced by a photo-sensitive device into an output voltage pulse with a desired amplitude and shape. The TIA must have the lowest noise possible to maximize the output. To achieve a low noise, a circuit topology is proposed where an auxiliary path is added to the feedback TIA input, In this auxiliary path a differential transconductance block is used to transform the node voltage in to a current, this current is then converted to a voltage pulse by a second feedback TIA complementary to the first one, with the same amplitude but 180º out of phase with the first feedback TIA. With this circuit the input signal of the TIA appears differential at the output, this is used to try an reduced the circuit noise. The circuit is tested with two different devices, the Avalanche photodiodes (APD) and the Silicon photomultiplier (SIPMs). From the simulations we find that when using s SIPM with Rx=20kΩ and Cx=50fF the signal to noise ratio is increased from 59 when using only one feedback TIA to 68.3 when we use an auxiliary path in conjunction with the feedback TIA. This values where achieved with a total power consumption of 4.82mv. While the signal to noise ratio in the case of the SIPM is increased with some penalty in power consumption.

Sistema de deteção de eventos adversos baseado num data warehouse

RESUMO - A Segurança do Doente tem assumido uma relevância crescente nas organizações de saúde, resultado da divulgação de diversos estudos que revelaram a magnitude deste problema e simultaneamente, de uma maior pressão por parte da opinião pública e da comunicação social. Este estudo pretende desenvolver e avaliar a performance de um sistema eletrónico de deteção de eventos adversos, baseado num Data Warehouse, por comparação com os resultados obtidos pela metodologia tradicional de revisão dos registos clínicos. O objetivo principal do trabalho consistiu em identificar um conjunto de triggers / indicadores de alerta que permitam detetar potenciais eventos adversos mais comuns. O sistema desenvolvido apresentou um Valor Preditivo Positivo de 18.2%, uma sensibilidade de 65.1% e uma especificidade de 68.6%, sendo constituído por nove indicadores baseados em informação clínica e 445 códigos do ICD-9-CM, relativos a diagnósticos e procedimentos. Apesar de terem algumas limitações, os sistemas eletrónicos de deteção de eventos adversos apresentam inúmeras potencialidades, nomeadamente a utilização em tempo real e em complemento a metodologias já existentes. Considerando a importância da problemática em análise e a necessidade de aprofundar os resultados obtidos neste trabalho de projeto, seria relevante a sua extensão a um universo mais alargado de instituições hospitalares, estando a sua replicabilidade facilitada, uma vez que o Data Warehouse tem por base um conjunto de aplicações disseminadas a nível nacional. O desenvolvimento e a consolidação dos sistemas eletrónicos de deteção de eventos adversos constitui inegavelmente uma área de futuro, com reflexos ao nível da melhoria da informação existente nas organizações e que contribuirá decisivamente para a melhoria dos cuidados de saúde prestados aos doentes.

Methodological framework for detection of harmonisation breaking in service environments

As the complexity of markets and the dynamicity of systems evolve, the need for interoperable systems capable of strengthening enterprise communication effectiveness increases. This is particularly significant when it comes to collaborative enterprise networks, like manufacturing supply chains, where several companies work, communicate, and depend on each other, in order to achieve a specific goal. Once interoperability is achieved, that is once all network parties are able to communicate with and understand each other, organisations are able to exchange information along a stable environment that follows agreed laws. However, as markets adapt to new requirements and demands, an evolutionary behaviour is triggered giving space to interoperability problems, thus disrupting the sustainability of interoperability and raising the need to develop monitoring activities capable of detecting and preventing unexpected behaviour. This work seeks to contribute to the development of monitoring techniques for interoperable SOA-based enterprise networks. It focuses on the automatic detection of harmonisation breaking events during real-time communications, and strives to develop and propose a methodological approach to handle these disruptions with minimal or no human intervention, hence providing existing service-based networks with the ability to detect and promptly react to interoperability issues.

A infecção por Helicobacter pylori em populações de Angola

RESUMO: A infecção por H. pylori, enquadra-se nas doenças infecciosas gastroduodenais e estima-se que mais de 50% da população mundial esteja infectada. A história natural da infecção por H. pylori, sofre interferências relacionadas com a genética do hospedeiro, a estirpe e as características da toxicidade da bactéria. Associam-se a estes factores, o tempo de exposição à infecção, assim como as condições sociais e higiéno-sanitárias. Paralelamente, o H. pylori é considerado o principal agente patogénico das doenças gastroduodenais. Este estudo teve como objectivo principal caracterizar a infecção por H. pylori em populações de Angola e sua avaliação como problema de Saúde Pública. Trata-se de um estudo prospectivo dirigido a dois grupos populacionais, um constituído por indivíduos aparentemente saudáveis, sem queixas gástricas específicas, em ambiente de comunidade, Grupo I, e outro, Grupo II, constituído por doentes que acorreram ao serviço de Gastrenterologia do Hospital Militar Principal de Luanda (HMP). No que diz respeito ao estudo na comunidade a pesquisa de H. pylori foi realizada pelo método ELISA de pesquisa de antigénios nas fezes. Por sua vez, a nível hospitalar, os métodos de diagnóstico da infecção por H. pylori foram: a endoscopia digestiva alta para a colheita de biópsias da mucosa gástrica destinadas ao exame anatomopatológico, ao exame citobacteriológico e aos métodos moleculares. Como método não invasivos foi utilizado o teste respiratório com ureia marcada. Grupo I: o diagnóstico da infecção por H. pylori, realizado pela pesquisa de antigénios deste microrganismo nas fezes, revelou uma frequência de 69,6% na população em estudo. Considerando em cada região, verificou-se que a região do Sambizanga possuía o valor mais elevado de frequência, 81,2%, seguida do Dinge com 79,5%, estatisticamente significativas (p 0,001). A avaliação da distribuição da frequência da infecção por grupo etário, revelou que os indivíduos com idade inferior a 15 anos, possuíam uma frequência de infecção de 63,5% e sendo de 76% nos indivíduos com idade superior a 15 anos. Este estudo permitiu concluir que a frequência da infecção por H. pylori nas regiões estudadas, é de 70% à excepção do Capulo, zona litoral em que não obstante as precárias condições de saneamento, a frequência da infecção por H. pylori é baixa. Grupo II: dos 309 doentes avaliados, verificou-se que 22 (7%), apresentavam uma mucosa normal e 287 (93%) uma mucosa alterada. A avaliação histológica das biópsias do antro, em 270 amostras de acordo com o Sistema de Sidney, em 235 (87,0%), revelou a presença de gastrite, 13 (4,8%) a presença de úlcera e em 9 (3,3%), uma lesão tumoral. A avaliação histológica da actividade nas 226 amostras do antro gástrico, verificou-se que 129 (57%) possuíam actividade e 97 (43%) não possuíam. O estudo das 255 biópsias do corpo, revelou em 212 (83,1%), a presença de lesões de gastrite, em 7 (2,7%), observaram-se lesões tumorais e 2 (0.8%) apresentaram úlcera. Dos 263 doentes avaliados histologicamente para pesquisa do H. pylori, 148 (58,2%) revelaram a presença positiva desta bactéria e 106 (41,7%) foram negativas. No que diz respeito à susceptibilidade aos macrólidos, do universo de 158 doentes com H. pylori positivo, 125 (79,1%) doentes apresentaram estirpes sensíveis aos macrólidos e 33 (20,9%) estirpes resistentes. Em relação aos factores de virulência, na avaliação conjunta dos dois factores de virulência estudados (cagA e vacA), em relação ao tipo de lesões encontradas na mucosa gástrica, verificou-se que dos 11 doentes com úlcera, 7 (63,6%), apresentavam uma estirpe cagA negativa, sendo 6 vacA s1 (85,7%), uma s2 e 4 (36,3%) com uma estirpe cagA positiva e vacA s1. Por sua vez dos 2 doentes com tumor, ambas as estirpes eram cagA negativas, sendo uma vacA s1 e outra vacA s2. Em relação aos factores de virulência nos doentes aos quais se diagnosticou úlcera e tumor apresentavam estirpe cagA negativa, vacAs1. Em relação ás lesões gástricas inflamatórias, os doentes com gastrite apresentavam cagA positivo. Do presente trabalho, em atenção aos resultados obtidos no que concerne a prevalência em populações sem queixas gastrenterológicas, recomenda-se que o mesmo se possa vir a replicar numa abrangência maior, realizando-se, por exemplo, estudos comparativos de prevalência entre as populações residentes no litoral (beira-mar) e as do interior. Pelas características genotípicas de H. pylori, em correspondência com as lesões encontradas, após novos estudos mais abrangentes, recomenda-se a avaliação de uma terapêutica mais acessível para o doente e que seja de maior eficácia. Face à escassez de médicos especialistas em gastrenterologia em Angola e de meios de diagnóstico, recomenda-se um estudo mais alargado da eficácia do seguimento do doente dispéptico, conforme protocolo avaliado pelo Colégio da Especialidade de Gastrenterologia da Ordem dos Médicos de Angola e já em prática em algumas instituições de saúde.--------------------------- ABSTRACT: H.pylori infection, is part of the gastroduodenal infectious diseases and it is estimated that over 50% of the world population is infected. The natural history of H.pylori infection, is influenced by host genetic, strain type, of bacterial virulence factors, time of exposure to the infection, as well as social and hygienic-sanitary conditions. In parallel, H.pylori is considered the main pathogen of gastroduodenal diseases. This study's main objective was to characterize H.pylori infection in populations of Angola and its evaluation as a public health problem. This is a prospective study conducted in two population groups, one in community environment composed by healthy individuals without specific gastric complaints - Group I, and Group II consisting of patients who went to the Gastroenterology Service of the Hospital Military of Luanda (HMP). As regards to the study in the community detection of H.pylori was carried out by antigen search in faeces using ELISA method. At hospital level H.pylori infection diagnostic methods were: upper gastrointestinal endoscopy to obtain gastric mucosal biopsies for histology, culture and molecular methods. As a non-invasive breath test with labelled urea was used. Group I: the diagnosis of H.pylori infection, by antigens detection in faeces, revealed a frequency of 69.6% in the study population. Whereas in each region, it was found that the Sambizanga region had the highest frequency of positive cases, 81.2% , followed by Dinge with 79.5%, Funda with 78.7 and Capulo with 39.8% being differences statistically significant (p=0.001). The evaluation of the distribution of the infection frequency by age group, revealed that individuals younger than 15 years had a frequency of 63.5% and in individuals older than 15 years, 76%. This study showed that the frequency of H.pylori infection in the regions studied was 70% exception due to Capulo, a coastal zone where despite the poor sanitation conditions; the frequency of H.pylori infection is lower. Group II: from the 309 patients evaluated, it was found that 22 (7%) had a normal mucosa and 287 (93%) a modified mucosa. Histological evaluation of antrum biopsies in 270 samples according to the Sydney System revealed the presence of gastritis in 235 (87.0%), the presence of ulcers in 13 (4.8%) and a tumour in 9 (3 3%). Histological assessment of activity in the gastric antrum of 226 samples, revealed that 129 (57%) had activity and 97 (43%) did not. The evaluation of the 255 corpus biopsies showed in 212 (83.1%), the presence of lesions of gastritis, in 7 (2.7%) tumour lesions and in 2 (0.8%) an ulcer. Of the 263 patients histological evaluated for H.pylori, 148 (58.2%) revealed the presence of this bacteria and 106 (41.7%) were negative. As regards susceptibility to macrolides from the universe of 158 patients with H.pylori, 125 (79.1%) patients had macrolides susceptible strains and 33 (20.9%) resistant strains. Regarding virulence factors (vacA and cagA), it was found that from the 11 patients with ulcers, 7 (63.6%), had a cagA negative strain, being 6 vacA s1, (85.7%) one vacA s2 and 4 (36.3%) with a cagA positive strain vacA s1. Concerning the 2 patients with tumour, both strains were cagA negative, one vacA s1 and other vacA s2. Patients with ulcer and tumour had cagA negative strains vacAs1. From this work, considering the prevalence of H.pylori obtained in health population, it is recommended that the same study should be performed in larger scale to confirm these results. The results of H.pylori genotyping suggest that more comprehensive studies are needed. Given the reduce number gastroenterology specialist in Angola and the lack of diagnostics methods, we recommend a larger study of the effectiveness of follow-up the patient dyspeptic, according to the protocol assessed by the College of Gastroenterology Specialty of the Order of Doctors and Angola already in place in some health institutions.