Microcalcification evaluation in computer assisted diagnosis for digital mammography

In order to develop applications for z;isual interpretation of medical images, the early detection and evaluation of microcalcifications in digital mammograms is verg important since their presence is often associated with a high incidence of breast cancers. Accurate classification into benign and malignant groups would help improve diagnostic sensitivity as well as reduce the number of unnecessa y biopsies. The challenge here is the selection of the useful features to distinguish benign from malignant micro calcifications. Our purpose in this work is to analyse a microcalcification evaluation method based on a set of shapebased features extracted from the digitised mammography. The segmentation of the microcalcifications is performed using a fixed-tolerance region growing method to extract boundaries of calcifications with manually selected seed pixels. Taking into account that shapes and sizes of clustered microcalcifications have been associated with a high risk of carcinoma based on digerent subjective measures, such as whether or not the calcifications are irregular, linear, vermiform, branched, rounded or ring like, our efforts were addressed to obtain a feature set related to the shape. The identification of the pammeters concerning the malignant character of the microcalcifications was performed on a set of 146 mammograms with their real diagnosis known in advance from biopsies. This allowed identifying the following shape-based parameters as the relevant ones: Number of clusters, Number of holes, Area, Feret elongation, Roughness, and Elongation. Further experiments on a set of 70 new mammogmms showed that the performance of the classification scheme is close to the mean performance of three expert radiologists, which allows to consider the proposed method for assisting the diagnosis and encourages to continue the investigation in the sense of adding new features not only related to the shape

Corrector d’autòmats per la plataforma ACME : mòdul pertanyent al Projecte ACME

Fa uns anys un grup de professors del departament d’Informàtica i Matemàtica Aplicada de la Universitat de Girona va decidir endinsar-se al món de l’ensenyament a través d’Internet (e-learning). D’aquí va néixer el projecte ACME (Avaluació Continuada i Millora de l’Ensenyament). Inicialment l’ACME anava dirigit a reduir l’elevat fracàs dels alumnes a les assignatures de matemàtiques. El resultat va ser tan bo que es va ampliar a altres camps d’estudi com la química o la informàtica, amb tot i això encara hi ha moltes matèries a les quals no dóna suport. Aquest Projecte Final de Carrera neix per donar suport a un nou tipus de problemes dins de la plataforma ACME, els autòmats finits. Aquest nou mòdul inclourà les eines necessàries per poder generar diferents tipus de problemes sobre autòmats finits i la seva posterior correcció, donant suport a les assignatures de LGA (Llenguatges, Gramàtiques i Autòmats) i TALLF (Teoria d’Autòmats i Llenguatges Formals)

Designing context-aware adaptive units of learning based on IMS-LD standard

Learning contents adaptation has been a subject of interest in the research area of the adaptive hypermedia systems. Defining which variables and which standards can be considered to model adaptive content delivery processes is one of the main challenges in pedagogical design over e-learning environments. In this paper some specifications, architectures and technologies that can be used in contents adaptation processes considering characteristics of the context are described and a proposal to integrate some of these characteristics in the design of units of learning using adaptation conditions in a structure of IMS-Learning Design (IMS-LD) is presented. The key contribution of this work is the generation of instructional designs considering the context, which can be used in Learning Management Systems (LMSs) and diverse mobile devices

Adaption of Courses and Learning Environment to the User Context in dotLRN

The explosive growth of Internet during the last years has been reflected in the ever-increasing amount of the diversity and heterogeneity of user preferences, types and features of devices and access networks. Usually the heterogeneity in the context of the users which request Web contents is not taken into account by the servers that deliver them implying that these contents will not always suit their needs. In the particular case of e-learning platforms this issue is especially critical due to the fact that it puts at stake the knowledge acquired by their users. In the following paper we present a system that aims to provide the dotLRN e-learning platform with the capability to adapt to its users context. By integrating dotLRN with a multi-agent hypermedia system, online courses being undertaken by students as well as their learning environment are adapted in real time

Curriculum sequencing for an e-learning system based on learning styles

This work shows the use of adaptation techniques involved in an e-learning system that considers students' learning styles and students' knowledge states. The mentioned e-learning system is built on a multiagent framework designed to examine opportunities to improve the teaching and to motivate the students to learn what they want in a user-friendly and assisted environment

Elaboración de software para la supervisión in situ de ejercicios prácticos de análisis de estructuras con enunciado personalizado

Se expone la experiencia de los autores en el desarrollo de las clases prácticas de análisis de estructuras, en la asignatura ESTRUCTURAS II de la ETS de Arquitectura de la Universidad de Granada, consistente en el desarrollo de ejercicios prácticos semanales con enunciados personalizados para cada alumno, previa elaboración de software que permite la supervisión y corrección in situ de los mismos. El objetivo de la metodología docente que se presenta, es la mejora de los tradicionalmente muy bajos índices de rendimiento académico, en las asignaturas de Análisis de Estructuras, en las escuelas de ingeniería y arquitectura, propiciando la participación activa del alumnado en el desarrollo de las clases mediante el planteamiento y resolución de ejercicios prácticos semanales de enunciado personalizado

Herramientas multimedia en la enseñanza de lenguas extranjeras: un recurso motivador

A día de hoy, nadie puede poner en duda el extraordinario desarrollo que las tecnologías de la comunicación y la comunicación (TIC) han experimentado en nuestras vidas. Y, aunque especialmente explotadas por el mundo empresarial, donde se obtienen rendimientos observables a corto plazo, las nuevas tecnologías (NNTT) se han introducido de lleno en la enseñanza: programas interactivos desde Internet, ordenadores interconectados mediante redes inalámbricas, cañones de datos y pizarras digitales forman parte del entorno académico, y suponen un valioso apoyo para los docentes

A teaching/learning support tool for introductory programming courses

In This work we present a Web-based tool developed with the aim of reinforcing teaching and learning of introductory programming courses. This tool provides support for teaching and learning. From the teacher's perspective the system introduces important gains with respect to the classical teaching methodology. It reinforces lecture and laboratory sessions, makes it possible to give personalized attention to the student, assesses the degree of participation of the students and most importantly, performs a continuous assessment of the student's progress. From the student's perspective it provides a learning framework, consisting in a help environment and a correction environment, which facilitates their personal work. With this tool students are more motivated to do programming

An automatic correction tool for relational database schemas

A Web-based tool developed to automatically correct relational database schemas is presented. This tool has been integrated into a more general e-learning platform and is used to reinforce teaching and learning on database courses. This platform assigns to each student a set of database problems selected from a common repository. The student has to design a relational database schema and enter it into the system through a user friendly interface specifically designed for it. The correction tool corrects the design and shows detected errors. The student has the chance to correct them and send a new solution. These steps can be repeated as many times as required until a correct solution is obtained. Currently, this system is being used in different introductory database courses at the University of Girona with very promising results

Ampliació de les funcionalitats de l’ACME

L’ACME és una plataforma d’e-learning orientada a la correcció automàtica d’exercicis. Cada alumne té un dossier personalitzat d’exercicis, on cada exercici pot tenir una forma particular de correcció amb un nucli corrector diferent. Actualment l’ACME té diversos tipus d’exercicis entre ells hi ha: els matemàtics, els de programació, els de bases de dades relacionals, tipus tests, cert o fals, etc. Tot i tenir molts tipus d’exercicis de correcció automàtica, l’ACME no disposa de gaires exercicis de correcció manual, ni de treball en grup ni tampoc sistemes per avaluar de forma correcta els exercicis d’aquesta tipologia. Altres mancances del sistema les trobem en que no disposa de cap sistema d’importació i exportació de les assignatures i és per això que quan s'acaba un curs, si el professor vol repetir el mateix l'any següent ho ha de tornar a introduir tot. El que es pretén amb aquest és incorporar un conjunt de nous mòduls a l’ACME que permetin als usuaris facilitar les seves tasques i la interacció entre ells intentant cobrir les diferents mancances que hi ha.

Funciones y uso de metáforas en el diseño de entornos e-learning

El objeto de esta comunicación es presentar un estudio exploratorio sobre las funciones y tipologías de metáfora estructurales presentes en productos de e-learning, para estudiar con más detalle dos ejemplos: Geolearning y Activewolds. Estos servirán para realizar un ejercicio de identificación de los elementos audiovisuales presentes en la interface, el tratamiento de las dimensiones espacio y tiempo; el uso de 'avatares' y de las posibilidades de navegación e interacción dentro de los dos sistemas. La teoría de la muldimodalidad (Kress i van Leeuwen) es el marco teórico que conduce la reflexión sobre la representación, orientación y organización de la comunicación. Desde la misma perspectiva teórica, el trabajo de Burn y Parker nos indica pautas metodológicas para el análisis de los productos