Towards a diffusion image processing validation and accuracy prediction framework

Validation is the main bottleneck preventing theadoption of many medical image processing algorithms inthe clinical practice. In the classical approach,a-posteriori analysis is performed based on someobjective metrics. In this work, a different approachbased on Petri Nets (PN) is proposed. The basic ideaconsists in predicting the accuracy that will result froma given processing based on the characterization of thesources of inaccuracy of the system. Here we propose aproof of concept in the scenario of a diffusion imaginganalysis pipeline. A PN is built after the detection ofthe possible sources of inaccuracy. By integrating thefirst qualitative insights based on the PN withquantitative measures, it is possible to optimize the PNitself, to predict the inaccuracy of the system in adifferent setting. Results show that the proposed modelprovides a good prediction performance and suggests theoptimal processing approach.

Multi-source composite kernels for urban image classification

This letter presents advanced classification methods for very high resolution images. Efficient multisource information, both spectral and spatial, is exploited through the use of composite kernels in support vector machines. Weighted summations of kernels accounting for separate sources of spectral and spatial information are analyzed and compared to classical approaches such as pure spectral classification or stacked approaches using all the features in a single vector. Model selection problems are addressed, as well as the importance of the different kernels in the weighted summation.

Image quality assessment in digital mammography: part II. NPWE as a validated alternative for contrast detail analysis.

Assessment of image quality for digital x-ray mammography systems used in European screening programs relies mainly on contrast-detail CDMAM phantom scoring and requires the acquisition and analysis of many images in order to reduce variability in threshold detectability. Part II of this study proposes an alternative method based on the detectability index (d') calculated for a non-prewhitened model observer with an eye filter (NPWE). The detectability index was calculated from the normalized noise power spectrum and image contrast, both measured from an image of a 5 cm poly(methyl methacrylate) phantom containing a 0.2 mm thick aluminium square, and the pre-sampling modulation transfer function. This was performed as a function of air kerma at the detector for 11 different digital mammography systems. These calculated d' values were compared against threshold gold thickness (T) results measured with the CDMAM test object and against derived theoretical relationships. A simple relationship was found between T and d', as a function of detector air kerma; a linear relationship was found between d' and contrast-to-noise ratio. The values of threshold thickness used to specify acceptable performance in the European Guidelines for 0.10 and 0.25 mm diameter discs were equivalent to threshold calculated detectability indices of 1.05 and 6.30, respectively. The NPWE method is a validated alternative to CDMAM scoring for use in the image quality specification, quality control and optimization of digital x-ray systems for screening mammography.

3. Formation continue: promotion du mouvement et de l'activité physique chez les 0-6 ans

Sedentary lifestyle in children is increasing at an alarming rate. Now, promotion of physical activity by health professionals is a promising way. To support childhood specialists in this role, a transdisciplinary training is being developped.

Free-breathing whole-heart coronary MRA with 3D radial SSFP and self-navigated image reconstruction.

Respiratory motion is a major source of artifacts in cardiac magnetic resonance imaging (MRI). Free-breathing techniques with pencil-beam navigators efficiently suppress respiratory motion and minimize the need for patient cooperation. However, the correlation between the measured navigator position and the actual position of the heart may be adversely affected by hysteretic effects, navigator position, and temporal delays between the navigators and the image acquisition. In addition, irregular breathing patterns during navigator-gated scanning may result in low scan efficiency and prolonged scan time. The purpose of this study was to develop and implement a self-navigated, free-breathing, whole-heart 3D coronary MRI technique that would overcome these shortcomings and improve the ease-of-use of coronary MRI. A signal synchronous with respiration was extracted directly from the echoes acquired for imaging, and the motion information was used for retrospective, rigid-body, through-plane motion correction. The images obtained from the self-navigated reconstruction were compared with the results from conventional, prospective, pencil-beam navigator tracking. Image quality was improved in phantom studies using self-navigation, while equivalent results were obtained with both techniques in preliminary in vivo studies.

Bonnes pratiques de promotion de la santé des personnes âgées : développement des théories d'action des interventions = Best Practice Gesundheitsförderung im Alter (BPGF) : Entwicklung von Wirkungsmodellen.

Le projet "Bonnes pratiques de promotion de la santé des personnes âgées" vise à définir des recommandations pour promouvoir la santé des personnes âgées dans les différents cantons suisses adhérents au projet. Cinq instituts suisses ont ainsi été mandatés à produire un rapport faisant état de la situation relative à cinq domaines :- mesures visant à stimuler l'activité physique;- prévention des chutes;- participation du corps médical (médecins de famille);- conseils en matière de santé, manifestations, cours;- accès aux groupes-cibles et outils de recrutement.Dans le but de définir les bases pour une évaluation future des interventions recommandées, le présent rapport, sollicité par Promotion Santé Suisse, détaille le travail effectué avec les équipes responsables de chaque domaine pour élaborer une série de trois synthèses de leur travail, à savoir :- une analyse de la situation en question (problèmes constatés);- une théorie d'action définissant les objectifs intermédiaires et finaux à atteindre à partir des recommandations faites dans leur domaine;- une liste des indicateurs associés aux objectifs prioritaires.Ces synthèses ont été réalisées à l'aide du modèle de catégorisation des résultats de promotion de la santé et de la prévention (SMOC) un outil développé conjointement par les Instituts universitaires de médecine sociale et préventive de Berne et de Lausanne, en collaboration avec Promotion Santé Suisse. Les théories d'action ainsi élaborées ont ensuite été intégrées dans une théorie d'action globale correspondant à l'ensemble du projet " Bonnes pratiques de promotion de la santé des personnes âgées ". [P. 5]

Le Linceul: une exploration par la bande dessinée des potentialités narratives de la (re)production de l'image christique

L'article aborde la façon dont la série BD Le Linceul (2003-2006) s'approprie, dans le cadre de la fiction et du récit d'action grand public, le contexte de la réception de l'image acheiropoïète du Saint Suaire, intégrant la référence à des enjeux théologiques et scientifiques au sein d'une histoire à suspense située à différentes époques et dont les nombreux rebondissements s'articulent autour d'une croyance progressive dans le statut sacré de la vera icon. L'examen détaillé de certains choix narratifs et graphiques de l'auteur Laurent Bidot permet de dégager les modalités d'une exploitation contemporaine et (a priori) laïcisée de la figure de Jésus qui, à l'ère des technologies numériques, conserve sa part de mystère. Dans une perspective narratologique, l'interprétation procède principalement de constats liés à l'organisation énonciative de cette production bédéique.