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

Nano Electronics and Computer Science Research Group

This is the website for the Nano Research group based at the University of Southampton ECS department, and details current research topics and the people connected with these. It shows some of the current research topics undertaken at the center, and gives an outline of what can be done for post graduate courses.

Computer Science? WTF?

What is Computer Science about?

Sample student reflective writing (Computer Science)

4 examples of student reflections

Prevalence and factors associated with dysmenorrheal in health science students

Introduction: Dysmenorrhea has a prevalence between 60 and 93%. Different factors have been associated with it, such as age at menarche, body mass index, exercise, smoking and maternal history of dysmenorrhea, among others. Materials and methods: A cross-sectional study was conducted, based on an anonymous survey applied to a random sample of 127 women from the school of medicine and psychology at the Universidad Del Rosario. Results: The prevalence of  dysmenorrhea was 73%. 67% of participants presenting with menstrual pain, reported having taken pain relief medication (66.7% self medicated). 32.5% of respondents with dysmenorrhea were absent from their academic or social work, with a percentage of school absenteeism due to pain of 74.5% in at least one day. The risk of dysmenorrhoea was 2.36 times higher in women who had mothers with this history (OR = 2.36, 95% CI 1.03 to 5.40). No associations with other factors were found. Conclusions: Dysmenorrhea is a disease with a high prevalence and significant impact on school absenteeism. Maternal history of dysmenorrhea was the only factor positively associated in this study.

Meeting the standards in secondary science : a guide to the ITT NC.

Todos los estudiantes en período de formación docente deben demostrar ciertas aptitudes y conocimientos antes de alcanzar la categoría de profesor cualificado. Aquí se abordan las normas específicas que rigen estas competencias relacionadas con la enseñanza de las ciencias en la etapa de secundaria. A lo largo de sus capítulos se recogen temas como el aprendizaje y la progresión de los alumnos en la educación científica, el desarrollo de habilidades científicas fundamentales, la ciencia y las tecnologías de la información y la comunicación (TIC) y, por último, el desarrollo profesional de los docentes.

GCSE in applied science. Teacher's file.

Este recurso para el profesor se apoya en el libro del alumno que sirve para preparar el General Certificate Secondary Education (GCSE) en ciencias. Proporciona al docente: tareas para cumplir con los criterios de evaluación, actividades prácticas, fichas para el desarrollo de destrezas y plantillas. Se completa con un doble CD-ROM.

BTEC First in applied science. 1.

Este recurso ha sido escrito para ayudar a los alumnos a formar su cartera de pruebas para el nivel 2 del curso Edexcel BTEC en ciencia aplicada y también a cómo obtener una calificación de aprobado, notable o distinción. El programa de estudios BTEC ofrece una cualificación profesional o laboral. El contenido se divide en tres grandes unidades: química y nuestra Tierra; energía y nuestro universo; biología y nuestro entorno.

Estudio y Análisis del Curso Europeo de Informática ECS (European Computer Science).

Resumen tomado de la publicación

Molecular quantum similarity in QSAR: applications in computer-aided molecular design

La present tesi està centrada en l'ús de la Teoria de Semblança Quàntica per a calcular descriptors moleculars. Aquests descriptors s'utilitzen com a paràmetres estructurals per a derivar correlacions entre l'estructura i la funció o activitat experimental per a un conjunt de compostos. Els estudis de Relacions Quantitatives Estructura-Activitat són d'especial interès per al disseny racional de molècules assistit per ordinador i, en particular, per al disseny de fàrmacs. Aquesta memòria consta de quatre parts diferenciades. En els dos primers blocs es revisen els fonaments de la teoria de semblança quàntica, així com l'aproximació topològica basada en la teoria de grafs. Ambdues teories es fan servir per a calcular els descriptors moleculars. En el segon bloc, s'ha de remarcar la programació i implementació de programari per a calcular els anomenats índexs topològics de semblança quàntica. La tercera secció detalla les bases de les Relacions Quantitatives Estructura-Activitat i, finalment, el darrer apartat recull els resultats d'aplicació obtinguts per a diferents sistemes biològics.

View-based approaches to spatial representation in human vision

In an immersive virtual environment, observers fail to notice the expansion of a room around them and consequently make gross errors when comparing the size of objects. This result is difficult to explain if the visual system continuously generates a 3-D model of the scene based on known baseline information from interocular separation or proprioception as the observer walks. An alternative is that observers use view-based methods to guide their actions and to represent the spatial layout of the scene. In this case, they may have an expectation of the images they will receive but be insensitive to the rate at which images arrive as they walk. We describe the way in which the eye movement strategy of animals simplifies motion processing if their goal is to move towards a desired image and discuss dorsal and ventral stream processing of moving images in that context. Although many questions about view-based approaches to scene representation remain unanswered, the solutions are likely to be highly relevant to understanding biological 3-D vision.