An Automatic Approach for Learning and Tuning Gaussian Interval Type-2 Fuzzy Membership Functions Applied to Lung CAD Classification System

The potential of type-2 fuzzy sets for managing high levels of uncertainty in the subjective knowledge of experts or of numerical information has focused on control and pattern classification systems in recent years. One of the main challenges in designing a type-2 fuzzy logic system is how to estimate the parameters of type-2 fuzzy membership function (T2MF) and the Footprint of Uncertainty (FOU) from imperfect and noisy datasets. This paper presents an automatic approach for learning and tuning Gaussian interval type-2 membership functions (IT2MFs) with application to multi-dimensional pattern classification problems. T2MFs and their FOUs are tuned according to the uncertainties in the training dataset by a combination of genetic algorithm (GA) and crossvalidation techniques. In our GA-based approach, the structure of the chromosome has fewer genes than other GA methods and chromosome initialization is more precise. The proposed approach addresses the application of the interval type-2 fuzzy logic system (IT2FLS) for the problem of nodule classification in a lung Computer Aided Detection (CAD) system. The designed IT2FLS is compared with its type-1 fuzzy logic system (T1FLS) counterpart. The results demonstrate that the IT2FLS outperforms the T1FLS by more than 30% in terms of classification accuracy.

Geoquímica das rochas magmáticas da Ilha Brava:implicações para a origem e variabilidade espaço-temporal do ponto quente de Cabo Verde

A Ilha Brava (64 km2) localiza-se no extremo oeste do alinhamento meridional do arquipélago de Cabo Verde, sendo constituída por três unidades vulcanoestratigráficas que testemunham uma história vulcânica de cerca de 3 Ma. Foi escolhida como objecto de estudo na tentativa de contribuir para a melhor compreensão da origem e local de residência de alguns dos componentes mantélicos, das relações genéticas entre magmas silicatados e carbonatíticos, dos processos de desgaseificação de magmas carbonatíticos e da origem do carbono neles contido, da variabilidade geoquímica espaço-temporal do ponto quente de Cabo Verde, e da profundidade de enraizamento da sua pluma mantélica. A Brava contrasta com as outras ilhas do arquipélago por definir dois grupos geoquímicos distintos. As amostras do Complexo Basal, sendo menos radiogénicas Sr e He e mais em Nd e Pb que a unidade mais recente, são idênticas às ilhas do norte e explicáveis pela mistura de um componente do tipo HIMU (crosta oceânica reciclada com 1.3 Ga) e manto inferior (3He/4He até 12.85 Ra), carreados para a “superfície” pela pluma mantélica. Tal como é usual nas ilhas do sul, a Unidade Superior sugere, em adição, o envolvimento de um componente com afinidade EM-1, aqui considerado representativo de fragmentos de litosfera subcontinental dispersos na astenosfera. Os carbonatitos definem dois grupos com assinaturas isotópicas semelhantes às das rochas silicatadas contemporâneas. Os calciocarbonatitos resultaram de imiscibilidade líquida produzindo magmas nefeliníticos e carbonatíticos, enquanto os magnesiocarbonatitos representam líquidos residuais após a fraccionação de calcite a partir de um magma carbonatítico. As muito baixas razões 4He/40Ar* (≈ 0.25) que caracterizam a fonte dos carbonatitos do Complexo Basal indicam uma evolução a partir de razões K/U muito mais elevadas que o conjunto dos reservatórios silicatados da Terra. Sendo estes valores, também incompatíveis com a reciclagem de componentes crostais, foram aqui interpretados como podendo reflectir a contribuição do “missing Ar reservoir” para a fonte mantélica dos carbonatitos.

Fetal Diagnosis of Cardiac Rhabdomyoma, its Management and Outcome : P71

Objectives: This study analyses the long term cardiac and neurological outcome of patients with cardiac rhabdomyoma (CR) in order to allow comprehensive prenatal counselling. Because of the relative rarity of the disease, there is paucity of data concerning the outcome of patients with CR. Methods: A retrospective study including all cases with echocardiographic diagnosis of CR encountered between April 1986 and August 2006. Results: Of 24 CR patients identified, 7 were diagnosed in-utero at a gestational age (GA) between 28-35 weeks and 17 postnatally between 10 days and 5 years. 14 had multiple CR and 10 had one/two CR. The CRs were situated predominantly in the LV (70%), RV (52%) and IVS (48%) and to a lesser extent in the atria (13%) and pericardium (4%). Follow-up echocardiography in. 18'show\'ld complete postnatal regression of CR in 3, partial regression in 13 and no change in 2. Cardiac complications were encountered in 5 patients, 1 with WPW syndrome and SVT requiring anti-arrhythmic therapy, 1 with sub-aortic obstruction needing surgical intervention and 3 with occasional bouts of paroxysmal SVT. Long-term follow-up revealed tuberous sclerosis of Bourneville (TSB) as definite diagnosIs in 22 (92%), complicated by epilepsy in 16 (67%) and developmental delay in 14 (64%). Conclusions: CR generally regresses after birth and after the high risk perinatal period cardiac related problems are rare. The relatively poor neurodevelopmental outcome of the almost always associated TSB however should form a dominating aspect of the prenatal counselling of parents whose fetuses are diagnosed with this rare disease.

Quantitative Assessment of T1 Relaxation and Diffusion as a Prognostic Tool for Brain Development: A Longitudinal Preliminary Study on Preterm Babies

BACKGROUND: Despite major advances in care of premature infants, survivors exhibit mild cognitive deficits in around 40%. Beside severe intraventricular haemorrhages (IVH) and cystic periventricular leucomalacia (PVL), more subtle patterns such as grade I and II IVH, punctuate WM lesions and diffuse PVL might be linked to the cognitive deficits. Grey matter disease is also recognized to contribute to long-term cognitive impairment.¦OBJECTIVE: We intend to use novel MR techniques to study more precisely the different injury patterns. In particular MP2RAGE (magnetization prepared dual rapid echo gradient) produces high-resolution quantitative T1 relaxation maps. This contrast is known to reflect tissue anomalies such as white matter injury in general and dysmyelination in particular. We also used diffusion tensor imaging, a quantitative technique known to reflect white matter maturation and disease.¦DESIGN/METHODS: All preterm infants born under 30 weeks of GA were included. Serial 3T MR-imaging using a neonatal head-coil at DOL 3, 10 and at term equivalent age (TEA), using DTI and MP2RAGE sequences was performed. MP2RAGE generates a T1 map and allows calculating the relaxation time T1. Multiple measurements were performed for each exam in 12 defined white and grey matter ROIs.¦RESULTS: 16 patients were recruited: mean GA 27 2/7 w (191,2d SD±10,8), mean BW 999g (SD±265). 39 MRIs were realized (12 early: mean 4,83d±1,75, 13 late: mean 18,77d±8,05 and 14 at TEA: 88,91d±8,96). Measures of relaxation time T1 show a gradual and significant decrease over time (for ROI PLIC mean±SD in ms: 2100.53±102,75, 2116,5±41,55 and 1726,42±51,31 and for ROI central WM: 2302,25±79,02, 2315,02±115,02 and 1992,7±96,37 for early, late and TEA MR respectively). These trends are also observed in grey matter area, especially in thalamus. Measurements of ADC values show similar monotonous decrease over time.¦CONCLUSIONS: From these preliminary results, we conclude that quantitative MR imaging in very preterm infants is feasible. On the successive MP2RAGE and DTI sequences, we observe a gradual decrease over time in the described ROIs, representing the progressive maturation of the WM micro-structure and interestingly the same evolution is observed in the grey matter. We speculate that our study will provide normative values for T1map and ADC and might be a predictive factor for favourable or less favourable outcome.

Characterization of intonation in Karṇāṭaka music by parametrizing context-based Svara Distributions

Intonation is a fundamental music concept that has a special relevance in Indian art music. It is characteristic of the rāga and intrinsic to the musical expression of the performer. Describing intonation is of importance to several information retrieval tasks like the development of rāga and artist similarity measures. In our previous work, we proposed a compact representation of intonation based on the parametrization of the pitch histogram of a performance and demonstrated the usefulness of this representation through an explorative rāga recognition task in which we classified 42 vocal performances belonging to 3 rāgas using parameters of a single svara. In this paper, we extend this representation to employ context-based svara distributions, which are obtained with a different approach to find the pitches belonging to each svara. We quantitatively compare this method to our previous one, discuss the advantages, and the necessary melodic analysis to be carried out in future.

Etude du Pañcakrama: introduction et traduction annotée = Etude du Pancakrama: introduction et traduction annotée

RÉSUMÉ Traditionnellement attribué à Nāgārjuna, le Pañcakrama («Procédé de la méditation en cinq étapes») est l'un des ouvrages les plus influents du bouddhisme tantrique indo-tibétain. Bien que ce texte ait été accessible au monde indianiste européen dès le milieu du XIXe siècle, seules quelques portions en ont été traduites à ce jour dans une langue occidentale. La présente thèse a pour but premier d'offrir une traduction française annotée du Pañcakrama dans son intégralité. Elle comporte deux parties principales : 1) l'introduction au texte et 2) la traduction annotée. Une édition critique de la version tibétaine du Caryāmelāpakapradïpa est incluse à titre d'annexe (3). (1) L'introduction comporte trois chapitres. Le chapitre 1, intitulé «Le corpus textuel de l'École Ārya», présente d'abord un aperçu des ouvrages de l'école exégétique (appelée l'«École Ārya» < tib. ̒phags lugs) du Guhyasamājatantra à laquelle appartient le Pañcakrama. Cet aperçu est suivi d'une présentation détaillée des informations bibliographiques et philologiques relatives au Pañcakrama et à ses commentaires indiens. Sont également décrits deux autres textes d'une importance particulière pour la compréhension du Pañcakrama, à savoir le Caryāmelāpakapradïpa et le Pradïpoddyotana. Deux textes mineurs apparentés au Pañcakrama, le Karmāntavibhāga et le Svādhisthānaprabheda, sont aussi présentés brièvement. Le chapitre 2 de l'introduction, « La formation textuelle du Pañcakrama», discute quelques problèmes relatifs à la structure textuelle du Pañcakrama et à sa position historique au sein du corpus de l'École Ārya. Nous y examinons d'abord différentes positions à l'égard des cinq (pañca) unités textuelles qui constituent l'ensemble appelé «Pañcakrama». La chronologie relative traditionnellement acceptée pour les trois textes principaux de l'École Ārya, le Pañcakrama, le Caryāmelāpakapradïpa et le Pradïpoddyotana, est ensuite réexaminée. Nous proposons, en conclusion de ce chapitre, la première moitié du IXe siècle comme date de composition du Pañcakrama. Le chapitre 3, «Une analyse synoptique du Pañcakrama», est une présentation du système yogique que décrivent le Pañcakrama et les ouvrages apparentés. Nous y organisons les sujets en cinq groupes : i) les trois discernements (viveka); ii) la théorie des prakrti et āloka; iii) les deux verités; iv) la notion du yuganaddha; v) les trois sortes de caryā. Cette analyse thématique du contenu du Pañcakrama se propose non seulement de présenter le système yogique de l'École Ārya, mais aussi d'éclaircir l'arrière-plan historique de la formation de cette école exégétique. (2) Notre traduction française du Pañcakrama est basée sur le texte sanscrit que nous avons édité en 1994 en collaboration avec le professeur K. Mimaki (Université de Kyoto). En interprétant le texte, nous avons essayé de distinguer deux sortes de données philologiques supplémentaires, à savoir, d'une part, les données tirée des sources qui précèdent chronologiquement le Pañcakrama et, d'autre part, celles offertes par des ouvrages tardifs tels que les commentaires. Une telle distinction est importante du point de vue méthodologique : afin de mieux comprendre le texte dans le contexte historique de sa composition, nous devons nous garder d'adopter sans discrimination les interprétations des commentateurs qui, éloignés dans le temps, sont parfois influencés par des développements tardifs et par des systèmes philosophico-religieux étrangers au texte de base. (3) Dans l'appendice, nous présentons une édition critique du texte tibétain du Caryāmelāpakapradïpa. Cette édition est basée sur quatre éditions xylographiques (Cone, Derge, Narthang et Pékin) ainsi qu'un manuscrit paracanonique qui transmet une version révisée par 'Gos Khug pa 1Has btsas (première moitié du XIe siècle).

Distribuição de potássio, magnésio e outros metais em minerais de sedimentos do grupo barreiras no município de Aracruz, estado do Espírito Santo

Os sedimentos do Grupo Barreiras são muito pobres em minerais primários fontes de nutrientes. Para estudar a distribuição de K, Mg e outros metais em minerais das frações argila, silte e areia, coletaram-se 11amostras nas profundidades de 0,7; 1,4; 2,1; 2,8; 3,5; 4,2; 4,9; 5,6; 7,7; 10,5 e 14,0m, em um pacote de sedimentos do Grupo Barreiras, no município de Aracruz (ES) (19º49'13"S 40º16'24"O). Os teores totais de K, Mg, Ca, Al, Fe, Ti, Mn, Cu, Zn, Ni, Pb, Cr, Sr e Ga na terra fina seca em estufa e nas frações argila, silte e areia foram determinados por espectrômetria de emissão por plasma, após digestão completa da amostra com ácido fluorídrico concentrado. Para avaliar a contribuição de cada espécie mineral nos teores totais de K e de Mg, amostras da fração argila foram submetidas a extrações seqüenciais e seletivas de minerais. Em virtude da presença de camadas enriquecidas com concreções ferruginosas (principalmente do tamanho silte), ao longo do pacote de sedimentos, obtiveram-se os maiores teores totais de Fe2O3, nas profundidades de 2,1; 4,2 e 7,7m. Os sedimentos do Grupo Barreiras apresentaram limitada reserva de nutrientes, com baixos teores totais de K, Mg e Ca. Verificou-se aumento nos teores de K na fração argila com a profundidade, atingindo 618,2mgkg-1 a 14m. Na fração areia, os teores de K e de Mg foram maiores nas amostras com maior impureza de quartzo. A reserva em K e Mg na fração argila foi associada com a presença de mica e caulinita. A contribuição dos óxidos de Fe e de Al, dos aluminossilicatos de baixa cristalinidade e dos óxidos de Fe mais cristalinos, nos teores totais de K e de Mg, foi inexpressiva. As frações argila e silte foram as principais fontes de metais pesados nas amostras estudadas.

Measurement of Bioactivity of Immunomodulatory Treatment of Relapsing Multiple Sclerosis. With Emphasis on MxA Protein

Background Multiple sclerosis (MS) is a demyelinating disease of the central nervous system, which mainly affects young adults. In Finland, approximately 2500 out of 6000 MS patients have relapsing MS and are treated with disease modifying drugs (DMD): interferon- β (INF-β-1a or INF-β-1b) and glatiramer acetate (GA). Depending on the used IFN-β preparation, 2 % to 40 % of patients develop neutralizing antibodies (NAbs), which abolish the biological effects of IFN-β, leading to reduced clinical and MRI detected efficacy. According to the Finnish Current Care Guidelines and European Federation of Neurological Societis (EFNS) guidelines, it is suggested tomeasure the presence of NAbs during the first 24 months of IFN-β therapy. Aims The aim of this thesis was to measure the bioactivity of IFN-β therapy by focusing on the induction of MxA protein (myxovirus resistance protein A) and its correlation to neutralizing antibodies (NAb). A new MxA EIA assay was set up to offer an easier and rapid method for MxA protein detection in clinical practice. In addition, the tolerability and safety of GA were evaluated in patients who haddiscontinued IFN-β therapy due to side effects and lack of efficacy. Results NAbs developed towards the end of 12 months of treatment, and binding antibodies were detectable before or parallel with them. The titer of NAb correlated negatively with the amount of MxA protein and the mean values of preinjection MxA levels never returned to true baseline in NAb negative patients, but tended to drop in the NAb positive group. The test results between MxA EIA and flow cytometric analysis showed significant correlation. GA reduced the relapse rate and was a safe and well-tolerated therapy in IFN-β-intolerant MS patients. Conclusions NAbs inhibit the induction of MxA protein, which can be used as a surrogate marker of the bioactivity of IFN-β therapy. Compared to flow cytometricanalysis and NAb assay, MxA-EIA seemed to be a sensitive and more practical method in clinical use to measure the actual bioactivity of IFN-β treatment, which is of value also from a cost-effective perspective.

Incidents occuring during anesthesia for total hip arthroplasty: a comparison of general versus regional anaesthesia

Background: The type of anesthesia to be used for total hip arthroplasty (THA) is still a matter of debate. We compared the occurrence of per- and post-anesthesia incidents in patients receiving either general (GA) or regional anesthesia (RA). Methods: We used data from 29 hospitals, routinely collected in the Anaesthesia Databank Switzerland register between January 2001 and December 2003. We used multi-level logistic regression models. Results: There were more per- and post-anesthesia incidents under GA compared to RA (35.1% vs 32.7 %, n = 3191, and 23.1% vs 19.4%, n = 3258, respectively). In multi-level logistic regression analysis, RA was significantly associated with a lower incidence of per-anesthetic problems, especially hypertension, compared with GA. During the post-anesthetic period, RA was also less associated with pain. Conversely, RA was more associated with post-anesthetic hypotension, especially for epidural technique. In addition, age and ASA were more associated with incidents under GA compared to RA. Men were more associated with per-anesthetic problems under RA compared to GA. Whereas increased age (>67), gender (male), and ASA were linked with the choice of RA, we noticed that this choice depended also on hospital practices after we adjusted for the other variables. Conclusions: Compared to RA, GA was associated with an increased proportion of per- and post-anesthesia incidents. Although this study is only observational, it is rooted in daily practice. Whereas RA might be routinely proposed, GA might be indicated because of contraindications to RA, patients' preferences or other surgical or anaesthesiology related reasons. Finally, the choice of a type of anesthesia seems to depend on local practices that may differ between hospitals.

Influência do preparo inicial sobre a estrutura do solo quando da adoção do sistema plantio direto, avaliada por meio da pressão de preconsolidação

Os efeitos do tráfego e do tipo de preparo sobre a estrutura dos solos agrícolas, quando da adoção do sistema plantio direto na região dos Cerrados, têm sido pouco pesquisados. Os estudos desenvolvidos são apenas qualitativos e utilizam-se, geralmente, de propriedades, tais como: a densidade do solo e a resistência do solo à penetração, as quais não possibilitam predizer quanto de pressão o solo pode receber de forma que, em manejos futuros, a compactação possa ser evitada. Este trabalho teve como objetivo avaliar a influência do preparo inicial do solo quando da adoção do sistema plantio direto sobre a estrutura de um Latossolo Vermelho distrófico por meio da pressão de preconsolidação (sigmap). Os valores de sigmap foram obtidos a partir da elaboração de modelos de compressibilidade, os quais consideraram a influência dos seguintes fatores: (1) preparo inicial do solo: arado de aivecas (AA), arado de discos (AD), grade aradora (GA) e vibrosubsolador (VS); (2) manejo: sistema plantio convencional (PC), o qual foi utilizado como testemunha para avaliar a influência dos preparos e (3) profundidade: superficial (SP - 0,00 a 0,05 m) e profundidade média de trabalho dos implementos (PMT- 0,24 a 0,27 m). Os resultados evidenciaram que a sigmap mostrou-se eficiente na avaliação da influência do preparo inicial sobre a estrutura do solo quando da instalação do sistema plantio direto no Latossolo Vermelho distrófico, tendo o seu valor variado entre preparos e profundidades estudados. A sigmap evidenciou maior resistência mecânica e, portanto, maior consolidação da estrutura do solo na profundidade SP dos tratamentos da área sob plantio direto. Verificou-se, também, que os preparos iniciais avaliados reduziram a resistência mecânica do solo na profundidade PMT, quando comparados à do sistema plantio convencional. Todavia, são o vibrosubsolador e o arado de discos os implementos recomendados para alívio dessa resistência, isto é, para a melhoria da estrutura do solo nas profundidades SP e PMT, respectivamente, quando da adoção do sistema plantio direto.

Mobile gibberellin directly stimulates Arabidopsis hypocotyl xylem expansion.

Secondary growth of the vasculature results in the thickening of plant structures and continuously produces xylem tissue, the major biological carbon sink. Little is known about the developmental control of this quantitative trait, which displays two distinct phases in Arabidopsis thaliana hypocotyls. The later phase of accelerated xylem expansion resembles the secondary growth of trees and is triggered upon flowering by an unknown, shoot-derived signal. We found that flowering-dependent hypocotyl xylem expansion is a general feature of herbaceous plants with a rosette growth habit. Flowering induction is sufficient to trigger xylem expansion in Arabidopsis. By contrast, neither flower formation nor elongation of the main inflorescence is required. Xylem expansion also does not depend on any particular flowering time pathway or absolute age. Through analyses of natural genetic variation, we found that ERECTA acts locally to restrict xylem expansion downstream of the gibberellin (GA) pathway. Investigations of mutant and transgenic plants indicate that GA and its signaling pathway are both necessary and sufficient to directly trigger enhanced xylogenesis. Impaired GA signaling did not affect xylem expansion systemically, suggesting that it acts downstream of the mobile cue. By contrast, the GA effect was graft transmissible, suggesting that GA itself is the mobile shoot-derived signal.

Mothers' and fathers' views of the interdependence of their relationships with their infant: a systems perspective on early family relationships.

This study examined the interrelatedness of mother-infant and father-infant relationships as they develop over the first 4 months postpartum as well as the dynamics used by the couple to balance these relationships. First-time mother-father couples (n = 18) were interviewed separately at 1, 6, and 16 weeks postpartum using the Parent-Infant Relationship Interview. The data were analyzed using in-depth qualitative strategies. The parents' core themes of their early family relationships ranged from an undifferentiated unit at 1 week, to being a highly disorganized unit at 6 weeks, to a more integrated unit at 16 weeks. These results suggest that one should be thinking of early family relationships and parenting in terms of "messy processes" out of which new ways of being together are created. This disorganization plays a fundamental role in the establishment of early family relationships and warrants further empirical and clinical attention.

Spatially and genetically distinct control of seed germination by phytochromes A and B.

Phytochromes phyB and phyA mediate a remarkable developmental switch whereby, early upon seed imbibition, canopy light prevents phyB-dependent germination, whereas later on, it stimulates phyA-dependent germination. Using a seed coat bedding assay where the growth of dissected embryos is monitored under the influence of dissected endosperm, allowing combinatorial use of mutant embryos and endosperm, we show that canopy light specifically inactivates phyB activity in the endosperm to override phyA-dependent signaling in the embryo. This interference involves abscisic acid (ABA) release from the endosperm and distinct spatial activities of phytochrome signaling components. Under the canopy, endospermic ABA opposes phyA signaling through the transcription factor (TF) ABI5, which shares with the TF PIF1 several target genes that negatively regulate germination in the embryo. ABI5 enhances the expression of phytochrome signaling genes PIF1, SOMNUS, GAI, and RGA, but also of ABA and gibberellic acid (GA) metabolic genes. Over time, weaker ABA-dependent responses eventually enable phyA-dependent germination, a distinct type of germination driven solely by embryonic growth.

Elements traça en esfalerites i galenes del dipòsit de Cierco (Pb-Zn). Alta Ribagorça, Pirineu Central

El diposit consisteix en dos filons E-W, tallats per un altre N-S. El rebliment filonia ès zonat amb esfalerita- galena-calcita als nivells profunds i galena-baritina als superiors. Els elements traça en esfalerites i galenes, plenament separades, han estat analitzats mitjancant fluorescència de raigs X. Els resultats mostren que l'esfalerita concentra la majoria d'elements traça, preferentment Fe, Co, Cd, Sn, Sb, Ga, Cu, Ge i Ag, amb una bona correlació entre els sis primers. La galena concentra únicament Sb, Ag i As, amb bona correlació entre els dos primers. Els continguts en elements traça estan homogèniament distribuits en tot el diposit.

The effect of substrate on high-temperature annealing of GaN epilayers: Si versus sapphire

We have studied the effects of rapid thermal annealing at 1300¿°C on GaN epilayers grown on AlN buffered Si(111) and on sapphire substrates. After annealing, the epilayers grown on Si display visible alterations with craterlike morphology scattered over the surface. The annealed GaN/Si layers were characterized by a range of experimental techniques: scanning electron microscopy, optical confocal imaging, energy dispersive x-ray microanalysis, Raman scattering, and cathodoluminescence. A substantial Si migration to the GaN epilayer was observed in the crater regions, where decomposition of GaN and formation of Si3N4 crystallites as well as metallic Ga droplets and Si nanocrystals have occurred. The average diameter of the Si nanocrystals was estimated from Raman scattering to be around 3¿nm. Such annealing effects, which are not observed in GaN grown on sapphire, are a significant issue for applications of GaN grown on Si(111) substrates when subsequent high-temperature processing is required.