classification and content based retrieval of digital mammograms and placental sonograms

Image processing has been a challenging and multidisciplinary research area since decades with continuing improvements in its various branches especially Medical Imaging. The healthcare industry was very much benefited with the advances in Image Processing techniques for the efficient management of large volumes of clinical data. The popularity and growth of Image Processing field attracts researchers from many disciplines including Computer Science and Medical Science due to its applicability to the real world. In the meantime, Computer Science is becoming an important driving force for the further development of Medical Sciences. The objective of this study is to make use of the basic concepts in Medical Image Processing and develop methods and tools for clinicians’ assistance. This work is motivated from clinical applications of digital mammograms and placental sonograms, and uses real medical images for proposing a method intended to assist radiologists in the diagnostic process. The study consists of two domains of Pattern recognition, Classification and Content Based Retrieval. Mammogram images of breast cancer patients and placental images are used for this study. Cancer is a disaster to human race. The accuracy in characterizing images using simplified user friendly Computer Aided Diagnosis techniques helps radiologists in detecting cancers at an early stage. Breast cancer which accounts for the major cause of cancer death in women can be fully cured if detected at an early stage. Studies relating to placental characteristics and abnormalities are important in foetal monitoring. The diagnostic variability in sonographic examination of placenta can be overlooked by detailed placental texture analysis by focusing on placental grading. The work aims on early breast cancer detection and placental maturity analysis. This dissertation is a stepping stone in combing various application domains of healthcare and technology.

Digital Preservation - Challenges

Long Term Digital Preservation (LTDP) is a secure and trustworthy mechanism to ingest, process, store, manage, protect, find, access, and interpret digital information such that the same information can be used at some arbitrary point in the future in spite of obsolescence of everything: hardware, software, processes, format, people, etc

Digital image analysis as a tool to estimate legume contributions in legume-grass swards

Summary: Productivity and forage quality of legume-grass swards are important factors for successful arable farming in both organic and conventional farming systems. For these objectives the botanical composition of the swards is of particular importance, especially, the content of legumes due to their ability to fix airborne nitrogen. As it can vary considerably within a field, a non-destructive detection method while doing other tasks would facilitate a more targeted sward management and could predict the nitrogen supply of the soil for the subsequent crop. This study was undertaken to explore the potential of digital image analysis (DIA) for a non destructive prediction of legume dry matter (DM) contribution of legume-grass mixtures. For this purpose an experiment was conducted in a greenhouse, comprising a sample size of 64 experimental swards such as pure swards of red clover (Trifolium pratense L.), white clover (Trifolium repens L.) and lucerne (Medicago sativa L.) as well as binary mixtures of each legume with perennial ryegrass (Lolium perenne L.). Growth stages ranged from tillering to heading and the proportion of legumes from 0 to 80 %. Based on digital sward images three steps were considered in order to estimate the legume contribution (% of DM): i) The development of a digital image analysis (DIA) procedure in order to estimate legume coverage (% of area). ii) The description of the relationship between legume coverage (% area) and legume contribution (% of DM) derived from digital analysis of legume coverage related to the green area in a digital image. iii) The estimation of the legume DM contribution with the findings of i) and ii). i) In order to evaluate the most suitable approach for the estimation of legume coverage by means of DIA different tools were tested. Morphological operators such as erode and dilate support the differentiation of objects of different shape by shrinking and dilating objects (Soille, 1999). When applied to digital images of legume-grass mixtures thin grass leaves were removed whereas rounder clover leaves were left. After this process legume leaves were identified by threshold segmentation. The segmentation of greyscale images turned out to be not applicable since the segmentation between legumes and bare soil failed. The advanced procedure comprising morphological operators and HSL colour information could determine bare soil areas in young and open swards very accurately. Also legume specific HSL thresholds allowed for precise estimations of legume coverage across a wide range from 11.8 - 72.4 %. Based on this legume specific DIA procedure estimated legume coverage showed good correlations with the measured values across the whole range of sward ages (R2 0.96, SE 4.7 %). A wide range of form parameters (i.e. size, breadth, rectangularity, and circularity of areas) was tested across all sward types, but none did improve prediction accuracy of legume coverage significantly. ii) Using measured reference data of legume coverage and contribution, in a first approach a common relationship based on all three legumes and sward ages of 35, 49 and 63 days was found with R2 0.90. This relationship was improved by a legume-specific approach of only 49- and 63-d old swards (R2 0.94, 0.96 and 0.97 for red clover, white clover, and lucerne, respectively) since differing structural attributes of the legume species influence the relationship between these two parameters. In a second approach biomass was included in the model in order to allow for different structures of swards of different ages. Hence, a model was developed, providing a close look on the relationship between legume coverage in binary legume-ryegrass communities and the legume contribution: At the same level of legume coverage, legume contribution decreased with increased total biomass. This phenomenon may be caused by more non-leguminous biomass covered by legume leaves at high levels of total biomass. Additionally, values of legume contribution and coverage were transformed to the logit-scale in order to avoid problems with heteroscedasticity and negative predictions. The resulting relationships between the measured legume contribution and the calculated legume contribution indicated a high model accuracy for all legume species (R2 0.93, 0.97, 0.98 with SE 4.81, 3.22, 3.07 % of DM for red clover, white clover, and lucerne swards, respectively). The validation of the model by using digital images collected over field grown swards with biomass ranges considering the scope of the model shows, that the model is able to predict legume contribution for most common legume-grass swards (Frame, 1992; Ledgard and Steele, 1992; Loges, 1998). iii) An advanced procedure for the determination of legume DM contribution by DIA is suggested, which comprises the inclusion of morphological operators and HSL colour information in the analysis of images and which applies an advanced function to predict legume DM contribution from legume coverage by considering total sward biomass. Low residuals between measured and calculated values of legume dry matter contribution were found for the separate legume species (R2 0.90, 0.94, 0.93 with SE 5.89, 4.31, 5.52 % of DM for red clover, white clover, and lucerne swards, respectively). The introduced DIA procedure provides a rapid and precise estimation of legume DM contribution for different legume species across a wide range of sward ages. Further research is needed in order to adapt the procedure to field scale, dealing with differing light effects and potentially higher swards. The integration of total biomass into the model for determining legume contribution does not necessarily reduce its applicability in practice as a combined estimation of total biomass and legume coverage by field spectroscopy (Biewer et al. 2009) and DIA, respectively, may allow for an accurate prediction of the legume contribution in legume-grass mixtures.

Extracting Urban Food Potential: design-based methods for digital and bodily cartography

Sweden’s recent report on Urban Sustainable Development calls out a missing link between the urban design process and citizens. This paper investigates if engaging citizens as design agents by providing a platform for alternate participation can bridge this gap, through the transfer of spatial agency and new modes of critical cartography. To assess whether this is the case, the approaches are applied to Stockholm’s urban agriculture movement in a staged intervention. The aim of the intervention was to engage citizens in locating existing and potential places for growing food and in gathering information from these sites to inform design in urban agriculture. The design-based methodologies incorporated digital and bodily interfaces for this cartography to take place. The Urban CoMapper, a smartphone digital app, captured real-time perspectives through crowd-sourced mapping. In the bodily cartography, participant’s used their bodies to trace the site and reveal their sensorial perceptions. The data gathered from these approaches gave way to a mode of artistic research for exploring urban agriculture, along with inviting artists to be engaged in the dialogues. In sum, results showed that a combination of digital and bodily approaches was necessary for a critical cartography if we want to engage citizens holistically into the urban design process as spatial agents informing urban policy. Such methodologies formed a reflective interrogation and encouraged a new intimacy with nature, in this instance, one that can transform our urban conduct by questioning our eating habits: where we get our food from and how we eat it seasonally.

Abstracting qualitative information for process supervision

Supervisory systems evolution makes the obtaining of significant information from processes more important in the way that the supervision systems' particular tasks are simplified. So, having signal treatment tools capable of obtaining elaborate information from the process data is important. In this paper, a tool that obtains qualitative data about the trends and oscillation of signals is presented. An application of this tool is presented as well. In this case, the tool, implemented in a computer-aided control systems design (CACSD) environment, is used in order to give to an expert system for fault detection in a laboratory plant

Embedding objects into Matlab/Simulink for process supervision

This paper introduces how artificial intelligence technologies can be integrated into a known computer aided control system design (CACSD) framework, Matlab/Simulink, using an object oriented approach. The aim is to build a framework to aid supervisory systems analysis, design and implementation. The idea is to take advantage of an existing CACSD framework, Matlab/Simulink, so that engineers can proceed: first to design a control system, and then to design a straightforward supervisory system of the control system in the same framework. Thus, expert systems and qualitative reasoning tools are incorporated into this popular CACSD framework to develop a computer aided supervisory system design (CASSD) framework. Object-variables an introduced into Matlab/Simulink for sharing information between tools

Posicionando Digital.CSIC como un elemento clave en el Sistema de Gestión de la Información Científica del CSIC

Primera conferencia. Bibliotecas y Repositorios Digitales: Gestión del Conocimiento, Acceso Abierto y Visibilidad Latinoamericana. (BIREDIAL) Mayo 9 al 11 de 2011. Bogotá, Colombia.

Montaje y operación de Puntos Vive Digital en Bogotá

Estudio de prefactibilidad para determinar si genera rentabilidad financiera por encima de la tasa de oportunidad de la empresa, el montaje y operación de 40 Puntos Vive Digital en la ciudad de Bogotá. Teniendo en cuenta los estudios de soporte tales como: entorno, mercado, técnico, administrativo, legal, financiero, económico-social. Para llevar a cabo dicho objetivo, la empresa deberá evaluar la posibilidad de presentarse a la convocatoria que lidera el Ministerio de Tecnologías de Información y las Comunicaciones (TIC), en el marco del Plan Vive Digital a través del Programa Compartel que promueve la creación de 320 Puntos Vive Digital para el año 2012. Por esta razón, la empresa contrató un formulador para estructurar el proyecto y servir como soporte de un proceso para la toma de decisiones en el escenario real de participar en la convocatoria del proyecto de Puntos Vive Digital del Ministerio de Tecnologías de Información y las Comunicaciones (TIC). Luego de finalizar dicha investigación, resultó recomendable para la empresa, participar en el Programa Plan Vive Digital, particularmente en el proyecto de Puntos Vive Digital, luego de constatar que genera riqueza a la empresa, contribuye en su plan estratégico 2012-2014, especialmente en ampliar su portafolio de servicios TIC de manera rentable y finalmente, cuenta con la experiencia de ejecutar este tipo de proyectos debido a la gran trayectoria en el montaje y operación de puntos de acceso masivo a internet en la ciudad.

Archivo digital de imágenes diagnósticas enfocado a tórax y abdomen de Fundación Cardioinfantil – Instituto de Cardiología

Introducción: El desarrollo del archivo docente de imágenes diagnósticas, permite al Departamento de Imágenes compartir y difundir el conocimiento de la colección de casos e imágenes radiológicas reales con mayor rapidez y facilidad en el acceso a las mismas por parte de todo el personal de la Clínica Fundación Cardio-Infantil – Instituto de Cardiología, a través por portal web “e-cardio”, contribuyendo así en la formación académica del personal médico, técnico y administrativo. Metodología: Este trabajo no responde a ningún tipo de estudio epidemiológico, sino a una colección de imágenes y reseñas radiológicas de casos de patología torácica y cardiovascular, procedentes de pacientes de la Fundación Cardioinfantil – Instituto de Cardiología, con el fin de conformar un archivo digital docente. Resultados: Se recolectaron 1.148 radiografías impresas, previamente rotuladas según el Index for Radiological Diagnoses 4 edición y de archivos individuales 3.512 imágenes. Utilizando los criterios de inclusión y exclusión, se realizó la selección de imágenes para continuar el procedimiento. Se descartaron 278 radiografías impresas por no tener rotulo, estar en mal estado general, o rotulación incorrecta. En el caso de los archivos digitales, se descartaron 1435 imágenes, utilizando el mismo procedimiento. Conclusión: Iniciar la conformación y montaje del primer archivo docente de la Clínica Fundación Cardioinfantil – Instituto de Cardiología. Motivar a los profesionales médicos de la Clínica Fundación Cardio Infantil, y especialmente a los residentes de Radiología, para que estén en un proceso de aprendizaje continúo, fortaleciendo su autoevaluación, y todo ello para beneficio final de los pacientes y de la misma Institución.

Plan exportador software de encriptación y firma digital de documentos altamente sensibles

Este plan exportador proyectado a un plazo de 3 años, servirá a ITAC IT APPLICATIONS CONSULTING S.A. para direccionar sus actividades en el mercado internacional para los años 2009, 2010, 2011. La prioridad de los 2 primeros años será el mejoramiento interno de la empresa, que será la aplicación de estrategias en diferentes campos como: capital humano, capital intelectual, capital cultural, crecimiento económico, estrategia comercial en el área internacional, construcción de capital financiero para la generación de ingresos. Para tener participación en mercados internacionales, mostrar su potencial exportador y lograr las expectativas de crecimiento de las ventas independientes a las obtenidas en el marcado local; pretende empezar en el año 2009, en el mercado Peruano con exportaciones por $36.000 USD correspondiente a 30 unidades, aumentando a $ 72000 USD con 60 unidades en el 2010 y $ 108000 USD y 90 unidades en el 2011. El Servicio a exportar fue “SecureFile” a partir del cual se definieron factores de éxito como lo son las ventajas competitivas del producto en sí mismo enumeradas a continuación: 1) Precio muy competitivo en el mercado, 2) Automatización del proceso de intercambio de información, 3) Software basado en estándares, 4) Se ejecuta en cualquier sistema operativo. A su vez se realizaron consultorías donde se diagnosticó todas las áreas de la empresa arrojando algunos resultados: La estructura organizacional esta bien definida, pero por su crecimiento y necesidad de incluir nuevo personal, no hay claridad en las funciones dentro del organigrama y depende totalmente de la dirección general. Por esto la gerencia debe estructurar mejor los departamentos comerciales creando nuevos cargos de acuerdo al proceso de internacionalización. Las políticas de personal se trabajan de manera informal con criterios validos para promover trabajadores (mérito, antigüedad, etc.), se realizan actualizaciones Tecnológicas mensuales, reconocimiento y participación en la empresa a sus funcionarios, excelentes relaciones personales que permiten hacer evaluaciones de desempeño acorde a las metas, gran variedad de motivación y responsabilidad social encaminada a los niños de bajos recursos. Aunque se debe crear un área de gestión humana y definir la frecuencia de las capacitaciones. Los ingresos son provenientes de la prestación de servicios de IT con incrementando de 256% durante los tres años anteriores para obtener $ 2`032.784.683 millones de pesos en el 2007. El nivel de endeudamiento también ha ido en aumento, por la necesidad de capacidad instalada, contrataciones de personal, el cumplimiento de requisitos del mercado y la necesidad generar buena imagen crediticia con entidades financieras. Cuenta con un musculo financiero para respaldar sus obligaciones inmediatas con $4,42 por $1 comprometido en el 2007 a pesar de ser el año con mayor nivel de endeudamiento arrojando pasivos corrientes por $127.715.281,37. Los cuatro socios cuentan con un comportamiento de 164,67% (2006) y 132,97% (2007) de rendimiento de sobre la inversión antes de impuestos. Para este año más del 95% de su información financiera y contable se maneja de manera sistematizada. El área Financiera de la empresa no es la más débil, pero no existe un departamento financiero con un solo responsable a la cabeza, por esto deben destinar un área separada de la administrativa con un asesor financiero que tenga disponibilidad de 100%. En el caso particular del proyecto de exportación los costos de producción se centran en SecureFile versión 3.0 que no representa costos marginales, ya que la replica de este software puede hacerse cuantas veces sea requerido sin afectar en ninguna proporción los costos. La empresa no utiliza un método formal para calcular sus costos de operación y desarrollo de programas. Pero ha desarrollado un sistema de evaluación de costos en tablas de Excel que de manera organizada logran un costeo acorde a sus necesidades específicas. Para la selección de los países: objetivo, alterno y contingente; se realizó una matriz de Selección de 6 países basados en la exigencia gubernamental en términos de seguridad de la información vía internet, y la percepción de los empresarios, competencia y otros factores económicos; arrojando como resultado a Perú, Costa Rica y México.

“La construcción de la opinión pública digital en Colombia: Twitter y Juan Manuel Santos: un estudio de caso”

El presente trabajo de investigación tiene como objetivo explicar el papel de las redes sociales en el proceso de conformación de la opinión pública en Colombia en el gobierno de Juan Manuel Santos. Lo que se quiere comprobar es que las redes sociales han ejercido un papel de herramienta configuradora de agendas en el gobierno de Juan Manuel Santos. Las antiguas formas de comunicación como las tertulias en los cafés y las discusiones cara a cara se han reemplazado por las conversaciones “online”, modificando así los procesos comunicativos entre los individuos y la forma de producir opinión pública. Para llevar a cabo esta investigación es pertinente desarrollar los conceptos de opinión pública, esfera pública y redes sociales; además de hacer uso de un método de recolección y análisis de información cualitativo con herramientas cuantitativas como las encuestas, estadísticas y gráficas.

Profiles of digital TV adopters in the switchover context in Portugal

In order to conduct a successful transition from analogue terrestrial television to full digital terrestrial television it is essential to identify what are the most significant drivers and barriers for adoption among the impacted population. Also importantly, it is to segment the population according with their attitudes towards digital TV, their awareness about the switchover process and intention of adopting digital TV, among other relevant topics. The tradition of profiles definition based on the adoption and rejection of innovations can be traced back to Beal & Bohlen, who proposed five categories of innovation adopters based on the time of adoption, with significant differences in selected personal and social characteristics: the innovators, the early adopters, the early majority, the majority and non-adopters. Later, Rogers would propose similar categories of adopters that became the standard for years to come: the innovators, the early adopters, the early majority, the late majority and the laggards. While helpful, these traditional innovation adopters’ profiles do not totally grasp the complexities of the adoption of an innovation such as digital TV, particularly in mandatory settings. In this paper we will propose a classification of adopters of digital TV in Portugal, based on the results of one of the four empirical studies of the research project ADOPT-DTV, namely, the quantitative inquiry administered to a representative sample of the Portuguese population. The paper will be concluded with a brief discussion of results and the enumeration of the next steps of the research project.

Drivers and barriers to digital television adoption in Portugal: the perspectives of the TV viewers and other main stakeholders

To understand what are the most significant factors for digital TV adoption by the Portuguese population in the switchover context is the main goal of the research project here presented. In April 26, 2012, the analogue terrestrial television switchoff is planned to occur in Portugal, according to the schedule published by the national telecommunication regulator Anacom. Digital terrestrial TV was launched in the country in April 2009, making Portugal one of the countries with a more ambitious schedule – or risky, depending on the perspective - for the full transition from analogue to digital terrestrial television. In this paper we will start by presenting the research project’s objectives, theoretical framework and research design. Next, we will present first results of the project focused on the barriers and drivers to digital TV adoption from two of the empirical studies which integrate it, namely, the quantitative inquiry administered to a representative sample of the Portuguese population and interviews with main stakeholders in the area of digital TV in Portugal. The perspectives of the television viewers are compared with other main stakeholders in this process. The paper will be concluded with a brief discussion of these results and a brief enumeration of next steps for the project.

Harubèdè : uma proposta para o uso do movimento na arte sequencial digital

O tema central da presente tese por projeto é a Banda Desenhada, subdivisão da Arte Sequencial. O primeiro capítulo procura elencar as características que fazem com que a Banda Desenhada seja arte sequencial. O segundo capítulo propõe quatro tópicos que podem ser aplicados para que este tipo de Arte seja adaptável ao meio digital (principalmente para a rede mundial de computadores): formatos virtualmente impossíveis na obra impressa, som (ruídos e música), interatividade e movimento. O terceiro capítulo descreve todo o processo realizado (o método escolhido não é o único possível) para a criação e produção de um protótipo que apresenta uma dessas características: movimento.

A survey on the concepts used in the hearing aid selection process for hearing-impaired adults

This paper is a review of current practices in 1976 among audiologists and hearing aid dealers in fitting of hearing aids for adults.