926 resultados para visual data analysis


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The aim of the present study was to compare heart rate variability (HRV) at rest and during exercise using a temporal series obtained with the Polar S810i monitor and a signal from a LYNX® signal conditioner (BIO EMG 1000 model) with a channel configured for the acquisition of ECG signals. Fifteen healthy subjects aged 20.9 ± 1.4 years were analyzed. The subjects remained at rest for 20 min and performed exercise for another 20 min with the workload selected to achieve 60% of submaximal heart rate. RR series were obtained for each individual with a Polar S810i instrument and with an ECG analyzed with a biological signal conditioner. The HRV indices (rMSSD, pNN50, LFnu, HFnu, and LF/HF) were calculated after signal processing and analysis. The unpaired Student t-test and intraclass correlation coefficient were used for data analysis. No statistically significant differences were observed when comparing the values analyzed by means of the two devices for HRV at rest and during exercise. The intraclass correlation coefficient demonstrated satisfactory correlation between the values obtained by the devices at rest (pNN50 = 0.994; rMSSD = 0.995; LFnu = 0.978; HFnu = 0.978; LF/HF = 0.982) and during exercise (pNN50 = 0.869; rMSSD = 0.929; LFnu = 0.973; HFnu = 0.973; LF/HF = 0.942). The calculation of HRV values by means of temporal series obtained from the Polar S810i instrument appears to be as reliable as those obtained by processing the ECG signal captured with a signal conditioner.

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Studying testis is complex, because the tissue has a very heterogeneous cell composition and its structure changes dynamically during development. In reproductive field, the cell composition is traditionally studied by morphometric methods such as immunohistochemistry and immunofluorescence. These techniques provide accurate quantitative information about cell composition, cell-cell association and localization of the cells of interest. However, the sample preparation, processing, staining and data analysis are laborious and may take several working days. Flow cytometry protocols coupled with DNA stains have played an important role in providing quantitative information of testicular cells populations ex vivo and in vitro studies. Nevertheless, the addition of specific cells markers such as intracellular antibodies would allow the more specific identification of cells of crucial interest during spermatogenesis. For this study, adult rat Sprague-Dawley rats were used for optimization of the flow cytometry protocol. Specific steps within the protocol were optimized to obtain a singlecell suspension representative of the cell composition of the starting material. Fixation and permeabilization procedure were optimized to be compatible with DNA stains and fluorescent intracellular antibodies. Optimization was achieved by quantitative analysis of specific parameters such as recovery of meiotic cells, amount of debris and comparison of the proportions of the various cell populations with already published data. As a result, a new and fast flow cytometry method coupled with DNA stain and intracellular antigen detection was developed. This new technique is suitable for analysis of population behavior and specific cells during postnatal testis development and spermatogenesis in rodents. This rapid protocol recapitulated the known vimentin and γH2AX protein expression patterns during rodent testis ontogenesis. Moreover, the assay was applicable for phenotype characterization of SCRbKO and E2F1KO mouse models.

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In this thesis the process of building a software for transport accessibility analysis is described. The goal was to create a software which is easy to distribute and simple to use for the user without particular background in the field of the geographical data analysis. It was shown that existing tools do not suit for this particular task due to complex interface or significant rendering time. The goal was accomplished by applying modern approaches in the process of building web applications such as maps based on vector tiles, FLUX architecture design pattern and module bundling. It was discovered that vector tiles have considerable advantages over image-based tiles such as faster rendering and real-time styling.

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The main objective of this research was to examine the relationship between surface electromyographic (SEMG) spike activity and force. The secondary objective was to determine to what extent subcutaneous tissue impacts the high frequency component of the signal, as well as, examining the relationship between measures of SEMG spike shape and their traditional time and frequency analogues. A total of96 participants (46 males and 50 females) ranging in age (18-35 years), generated three 5-second isometric step contractions at each force level of 40, 60, 80, and 100 percent of maximal voluntary contraction (MVC). The presentation of the contractions was balanced across subjects. The right arm of the subject was positioned in the sagittal plane, with the shoulder and elbow flexed to 90 degrees. The elbow rested on a support in a neutral position (mid pronation/mid supination) and placed within a wrist cuff, fastened below the styloid process. The wrist cuff was attached to a load cell (JR3 Inc., Woodland, CA) recording the force produced. Biceps brachii activity was monitored with a pair of Ag/AgCI recording electrodes (Grass F-E9, Astro-Med Inc., West Warwick, RI) placed in a bipolar configuration, with an interelectrode distance (lED) of 2cm distal to the motor point. Data analysis was performed on a I second window of data in the middle of the 5-second contraction. The results indicated that all spike shape measures exhibited significant (p < 0.01) differences as force increase~ from 40 to 100% MVC. The spike shape measures suggest that increased motor unit (MU) recruitment was responsible for increasing force up to 80% MVC. The results suggested that further increases in force relied on MU III synchronization. The results also revealed that the subcutaneous tissue (skin fold thickness) had no relationship (r = 0.02; P > 0.05) with the mean number of peaks per spike (MNPPS), which was the high frequency component of the signal. Mean spike amplitude (MSA) and mean spike frequency (MSF) were highly correlated with their traditional measures root mean square (RMS) and mean power frequency (MPF), respectively (r = 0.99; r = 0.97; P < 0.01).

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The purpose ofthis study was to explore various types ofreflection and to explore reflection on action, reflection as a practice, and reflection as a process. In doing this, the intent was to discover the perceived benefits of reflection in the classroom and to provide guidelines for future use at the undergraduate and graduate level. The qualitative components in this study included the data collection strategy of semistructured interviews with 2 undergraduate students, 2 graduate students, 1 undergraduate studies professor, and 1 graduate studies professor. The data analysis strategies included a within-case analysis and a cross-case analysis. Through the interviews participants discussed their experiences with the use ofreflection in the classroom. Through the completion ofthis analysis the researcher expected to discover the benefits ofreflection at this level of education, as well as provide suggestions for future use. Both undergraduate and graduate students and professors were found to benefit from the use of reflection in the classroom. The use ofreflection in the undergraduate and graduate classroom was found to improve student/teacher and student/peer relationships, foster critical thinking, allow for connections between learned theory and life experience, and improve students' writing abilities. Based on the results ofthe study the implications ofreflection for the undergraduate and graduate classroom and for further research are provided.

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This thesis explores notions of contemporary Metis identity through the lens of visual culture, as articulated in the works of three visual artists of Metis ancestry. I discuss the complexities of being Metis with reference to specific art works by Christi Belcourt, David Garneau and Rosalie Favell. In addition to a visual culture analysis of these three Metis artists, I supplement my discussion of Metis identity with a selection of autoethnographic explorations of my identity as a Metis woman through out this thesis. The self-reflexive aspect of this work documents the ways in which my understanding of myself as a Metis woman have been deepened and reworked in the process of conducting this research, while also offering an expanded conception of contemporary Metis culture. I present this work as an important point of departure for giving a greater presence to contemporary Metis visual culture across Canada:

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Affiliation: Département de biochimie, Faculté de médecine, Université de Montréal

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Ce mémoire propose une étude de la thématique hivernale dans les tableaux réalisés par Maurice Cullen (1864-1936) entre 1896 et 1914. Elle s’appuie sur une analyse des contextes politiques et culturels. Pour représenter les paysages enneigés canadiens, Cullen adapte quelques techniques modernes issues de l’impressionnisme, acquises lors de son premier séjour en Europe. Malgré cette influence artistique étrangère présente par l’emploi d’une palette de couleurs vives et de la touche divisée, le respect de la perspective et de la tridimensionnalité témoignent du maintien de certains principes académiques. L’usage de procédés impressionnistes permet à cet artiste de mettre en évidence les caractéristiques atmosphériques et lumineuses de son pays. Par l’application de ces procédés sur la représentation de la neige, Cullen participe ainsi à un travail de redécouverte et de valorisation du territoire. En effet, il privilégie plutôt l’expérience sensitive du territoire que le choix de la thématique des œuvres. L’ensemble des données visuelles et sensitives contenues dans ses œuvres a pour objectif de faire prendre conscience au spectateur de sa difficulté à se repérer au sein de son propre territoire et à accepter les rudes conditions climatiques inhérentes au Canada. Ce travail demeure impartial face au conflit identitaire opposant les francophones et les anglophones, bien qu’il intervienne dans les prémices de la mise en place d’une esthétique canadienne. Ce mémoire défend l’idée que Cullen renouvelle l’imagerie hivernale et s’inscrit dans les débuts du processus de création d’une iconographie nationale. Avec ses pairs, il s’engage à valoriser l’art local, et il ouvre une réflexion sur la représentation du territoire canadien, qui sera poursuivie par la génération suivante avec le Groupe des Sept.

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Depuis 2001, le Programme de formation de l’école québécoise impose l’enseignement de la compétence « apprécier » dans les quatre disciplines artistiques. Ce mémoire s’intéresse à l’influence que peuvent avoir des activités intégrant les arts plastiques à la musique sur l’expérience d’appréciation musicale d’élèves de sixième année du primaire. Plus spécifiquement, elle vise à rendre compte des différentes dimensions présentes dans la description que font les élèves de leur expérience d’appréciation ainsi qu’à comprendre de quelle façon les activités d’appréciation intégrant les arts plastiques à la musique affectent la verbalisation que font les élèves de cette expérience. La recherche prend la forme d’études de cas réalisées auprès de cinq élèves de sixième année du primaire. Ces élèves, ainsi que tous les élèves de leur classe, ont participé à une activité d’appréciation musicale intradisciplinaire ainsi qu’à deux activités d’appréciation interdisciplinaires. Après chacune des activités, ces cinq élèves ont été rencontrés individuellement. Au cours d’entrevues semi-dirigées, il leur était demandé de rendre compte de leur expérience d’appréciation. Quatre grandes tendances ont émergé de l’analyse des propos des élèves, soit le sentiment de mieux s’approprier l’œuvre entendue, une verbalisation plus précise des éléments perçus, une verbalisation plus précise des sentiments ressentis et enfin, une forme de distraction par rapport à l’œuvre entendue. Au terme de cette étude, il semble que l’utilisation d’activité d’appréciation intégrant les arts plastiques à la musique, sans faire l’objet d’un usage systématique, pourrait constituer une forme de différenciation pédagogique qui serait utile à certains types d’apprenants.

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Objectifs: Cette étude a documenté la collaboration intersectorielle entre les agents de santé communautaires (ASC) et les enseignants visant à combattre la violence à l’égard des femmes et des filles à Vulindlela, une communauté rurale Sud-Africaine. La collaboration entre ces acteurs, les facteurs qui influencent leur collaboration et les avenues possibles pour une amélioration de cette collaboration ont été explorés. Méthodes: Six ASC et cinq enseignants ont pris part à cette recherche participative qui a inclut l'utilisation du dessin comme méthodologie visuelle. La collecte de données a été réalisée en quatre phases, avec un total de huit entretiens de groupes. La stratégie d’analyse principale a inclus une approche dirigée du contenu narratif et une approche de comparaison constante. Résultats: Le système de collaboration entre les enseignants et les ASC manque de définition et ces acteurs ne peuvent donc en faire l’utilisation. Par conséquent la collaboration actuelle entre ces acteurs a été jugée peu développé, impromptue et informelle. De nombreuses contraintes à la collaboration ont été identifiées, y compris le manque de motivation de la part des enseignants, la nature des relations entre les acteurs, et la capacité individuelle limitée des ASC. Conclusion: Compte tenu des nombreuses contraintes à la collaboration entre ces ASC et les enseignants, il n'est pas évident que cette collaboration conduira aux résultats espérés. Dans l'absence de motivation suffisante et d’une prise de conscience réaliste des défis par les acteurs eux-mêmes, les initiatives externes pour améliorer la collaboration sont peu susceptibles de succès.

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L’aménagement des maisons de naissance est actuellement en hausse sur le territoire québécois, pour répondre à la forte demande des femmes pour un service sage‐femme et également pour répondre au désir des femmes de donner naissance dans un milieu alternatif à l’hôpital ou à la maison. La problématique consiste à s’interroger sur la pertinence de l’environnement actuel des maisons de naissance, à savoir s’il soutient les besoins des femmes qui y donnent naissance, mais également si cet environnement affecte l’expérience d’accouchement des femmes, dans le but futur que les maisons de naissance soient parfaitement adaptées aux nécessités des femmes qui y accouchent. Cette problématique, axée sur la relation personne‐environnement avec point d’ancrage l’expérience sensible de l’usagère, est adressée en premier lieu par une analyse critique des maisons de naissance de Montréal, puis en analysant le discours des femmes, recueillis sous forme d’entretiens semi‐dirigés, pour en exprimer l’expérience d’accouchement en ces lieux. Se basant sur les principes d’études en relations personnes‐environnement, cette recherche vise ainsi à saisir les besoins relatifs au lieu de naissance à travers l’expérience sensible de la femme et des liens affectifs que tisse celle‐ci avec l’environnement lors de son accouchement, plus particulièrement au sein des maisons de naissance. Cette recherche vise également à saisir comment, à l’inverse, l’environnement de naissance affecte l’expérience de la femme lorsqu’elle donne naissance. Parmi les constats de cette recherche, nous réalisons que l’environnement affecte l’expérience d’accouchement dans une certaine mesure et qu’il aurait avantage à se faire des plus discret, afin de ne pas affecter la concentration des femmes durant leur travail. Cette « bulle » que les femmes se forment durant l’accouchement s’avère très importante dans le bon déroulement de la naissance; l’environnement devrait permettre et la mise en place de cette « bulle » et sa continuité jusqu’à la naissance de l’enfant. La poursuite des recherches sur le sujet pourrait entre autres mener à un modèle d’aménagement non rigide pour les maisons de naissance et pourrait également contribuer à l’amélioration des maisons de naissance existantes ainsi que celles à venir.

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Triple quadrupole mass spectrometers coupled with high performance liquid chromatography are workhorses in quantitative bioanalyses. It provides substantial benefits including reproducibility, sensitivity and selectivity for trace analysis. Selected Reaction Monitoring allows targeted assay development but data sets generated contain very limited information. Data mining and analysis of non-targeted high-resolution mass spectrometry profiles of biological samples offer the opportunity to perform more exhaustive assessments, including quantitative and qualitative analysis. The objectives of this study was to test method precision and accuracy, statistically compare bupivacaine drug concentration in real study samples and verify if high resolution and accurate mass data collected in scan mode can actually permit retrospective data analysis, more specifically, extract metabolite related information. The precision and accuracy data presented using both instruments provided equivalent results. Overall, the accuracy was ranging from 106.2 to 113.2% and the precision observed was from 1.0 to 3.7%. Statistical comparisons using a linear regression between both methods reveal a coefficient of determination (R2) of 0.9996 and a slope of 1.02 demonstrating a very strong correlation between both methods. Individual sample comparison showed differences from -4.5% to 1.6% well within the accepted analytical error. Moreover, post acquisition extracted ion chromatograms at m/z 233.1648 ± 5 ppm (M-56) and m/z 305.2224 ± 5 ppm (M+16) revealed the presence of desbutyl-bupivacaine and three distinct hydroxylated bupivacaine metabolites. Post acquisition analysis allowed us to produce semiquantitative evaluations of the concentration-time profiles for bupicavaine metabolites.

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Microarray data analysis is one of data mining tool which is used to extract meaningful information hidden in biological data. One of the major focuses on microarray data analysis is the reconstruction of gene regulatory network that may be used to provide a broader understanding on the functioning of complex cellular systems. Since cancer is a genetic disease arising from the abnormal gene function, the identification of cancerous genes and the regulatory pathways they control will provide a better platform for understanding the tumor formation and development. The major focus of this thesis is to understand the regulation of genes responsible for the development of cancer, particularly colorectal cancer by analyzing the microarray expression data. In this thesis, four computational algorithms namely fuzzy logic algorithm, modified genetic algorithm, dynamic neural fuzzy network and Takagi Sugeno Kang-type recurrent neural fuzzy network are used to extract cancer specific gene regulatory network from plasma RNA dataset of colorectal cancer patients. Plasma RNA is highly attractive for cancer analysis since it requires a collection of small amount of blood and it can be obtained at any time in repetitive fashion allowing the analysis of disease progression and treatment response.

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While most data analysis and decision support tools use numerical aspects of the data, Conceptual Information Systems focus on their conceptual structure. This paper discusses how both approaches can be combined.

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The measurement of feed intake, feeding time and rumination time, summarized by the term feeding behavior, are helpful indicators for early recognition of animals which show deviations in their behavior. The overall objective of this work was the development of an early warning system for inadequate feeding rations and digestive and metabolic disorders, which prevention constitutes the basis for health, performance, and reproduction. In a literature review, the current state of the art and the suitability of different measurement tools to determine feeding behavior of ruminants was discussed. Five measurement methods based on different methodological approaches (visual observance, pressure transducer, electrical switches, electrical deformation sensors and acoustic biotelemetry), and three selected measurement techniques (the IGER Behavior Recorder, the Hi-Tag rumination monitoring system and RumiWatchSystem) were described, assessed and compared to each other within this review. In the second study, the new system for measuring feeding behavior of dairy cows was evaluated. The measurement of feeding behavior ensues through electromyography (EMG). For validation, the feeding behavior of 14 cows was determined by both the EMG system and by visual observation. The high correlation coefficients indicate that the current system is a reliable and suitable tool for monitoring the feeding behavior of dairy cows. The aim of a further study was to compare the DairyCheck (DC) system and two additional measurement systems for measuring rumination behavior in relation to efficiency, reliability and reproducibility, with respect to each other. The two additional systems were labeled as the Lely Qwes HR (HR) sensor, and the RumiWatchSystem (RW). Results of accordance of RW and DC to each other were high. The last study examined whether rumination time (RT) is affected by the onset of calving and if it might be a useful indicator for the prediction of imminent birth. Data analysis referred to the final 72h before the onset of calving, which were divided into twelve 6h-blocks. The results showed that RT was significantly reduced in the final 6h before imminent birth.