Weighted Shape-based Averaging with Neighborhood Prior Model for Multiple Atlas Fusion-based Medical Image Segmentation

In medical imaging, merging automated segmentations obtained from multiple atlases has become a standard practice for improving the accuracy. In this letter, we propose two new fusion methods: "Global Weighted Shape-Based Averaging" (GWSBA) and "Local Weighted Shape-Based Averaging" (LWSBA). These methods extend the well known Shape-Based Averaging (SBA) by additionally incorporating the similarity information between the reference (i.e., atlas) images and the target image to be segmented. We also propose a new spatially-varying similarity-weighted neighborhood prior model, and an edge-preserving smoothness term that can be used with many of the existing fusion methods. We first present our new Markov Random Field (MRF) based fusion framework that models the above mentioned information. The proposed methods are evaluated in the context of segmentation of lymph nodes in the head and neck 3D CT images, and they resulted in more accurate segmentations compared to the existing SBA.

Textural, chemical, and isotopic effects of late-magmatic carbonatitic fluids in the carbonatite-syenite Tamazeght complex, High Atlas Mountains, Morocco

Carbonatites of the Eocene Tamazeght complex, High Atlas Mountains, Morocco, consist of calciocarbonatites (alvikite and sovite dykes) and magnesiocarbonatites (diatreme breccias and dykes rocks). These are associated with ultramafic, shonkinitic, gabbroic to monzonitic and various foid syenitic silicate units. Stable and radiogenic isotope compositions for carbonatites and silicate rocks indicate that they share a common source in the mantle, although for some carbonatitic samples contamination with sedimentary rocks seems important. The observed isotopic heterogeneity is mainly attributed to source characteristics, fractional crystallization (accompanied by various degrees of assimilation), and late- to post-magmatic fluid-rock interaction. During the late fluid-rock interaction, Sr, Mn, and possibly also Fe were mobilized and redistributed to form secondary carbonate minerals in carbonatites. These fluids also penetrated into the adjacent syenitic rocks, causing enrichment in the same elements.

Atlas-based segmentation of pathological brain MR images

We propose a method for brain atlas deformation inpresence of large space-occupying tumors, based on an apriori model of lesion growth that assumes radialexpansion of the lesion from its starting point. First,an affine registration brings the atlas and the patientinto global correspondence. Then, the seeding of asynthetic tumor into the brain atlas provides a templatefor the lesion. Finally, the seeded atlas is deformed,combining a method derived from optical flow principlesand a model of lesion growth (MLG). Results show that themethod can be applied to the automatic segmentation ofstructures and substructures in brains with grossdeformation, with important medical applications inneurosurgery, radiosurgery and radiotherapy.

Dolor de actriz: Anna Magnani en la invención del cine moderno

El siguiente ensayo es el fruto de una investigación personal sobre la contemporaneidad de la carrera cinematográfica de Anna Magnani (1908-1973), actriz italiana de la segunda mitad del siglo XX particular por el realismo, la inmediatez y la profundidad dramática de su estilo interpretativo. A través de su caso, hoy injustamente olvidado y relegado a símbolo de une época, éste estudio pretende volver sobre la figura del actor y sobre la ausencia categórica a la que la historia del cine ha relegado ésta figura. El estudio incluye la pieza audiovisual “Attrice”, documental sobre éste proceso de investigación.

Nuorten mielikuvat Suomen Kansallisteatterista

This thesis is about young people's views and mental images of the Finnish National Theatre (FNT). Research was needed into the views of young people about the FNT. The results would also be useful for FNT's marketing operations. The research was executed as a qualitative interview (based on a structured questionnaire) among 16 young people in January and February 2006. Four different high schools were involved: Ressun Lukio, Mäkelänrinteen Lukio, Kallion Lukio and Helsingin Kaupungin Kuvataidelukio (which together represented art-oriented high schools) and Vuosaaren Lukio. From each high school two boys and two girls were selected for interview. FNT's marketing director was also interviewed. The questions for the interview were formulated in co-operation with the FNT. The structural questionnaire was basically broken down into three different sections. The first section concentrated on the interviewee's hobbies and his/her past and present relationship to theatre. The second section consisted of questions about his/her views on the FNT. There were different sets of questions regarding whether or not the interviewee had visited the FNT. The last section was about the interviewee's use of media. This thesis focuses on the second section of questions. The answers revealed that, out of the group of sixteen, all but one had visited the FNT. Most of them saw the FNT as a traditional and valuable institution which is easier to approach than Finnish National Opera. Eleven of the interviewees reported that the main reason for their visit was a school project, and that without it they probably wouldn't have gone to the FNT at all. The thesis contemplates co-operation between the FNT and schools, and the meaning of art education for children's and young people's positive cultural development.