Validation of tissue modelization and classification techniques in T1-weighted MR brain images

We propose a deep study on tissue modelization andclassification Techniques on T1-weighted MR images. Threeapproaches have been taken into account to perform thisvalidation study. Two of them are based on FiniteGaussian Mixture (FGM) model. The first one consists onlyin pure gaussian distributions (FGM-EM). The second oneuses a different model for partial volume (PV) (FGM-GA).The third one is based on a Hidden Markov Random Field(HMRF) model. All methods have been tested on a DigitalBrain Phantom image considered as the ground truth. Noiseand intensity non-uniformities have been added tosimulate real image conditions. Also the effect of ananisotropic filter is considered. Results demonstratethat methods relying in both intensity and spatialinformation are in general more robust to noise andinhomogeneities. However, in some cases there is nosignificant differences between all presented methods.

Missouri River Studies: Alluvial Morphology and Engineering Soil Classification, HR-1, Progress Report, 1960

The primary purposes of this investigation are: 1) To delineate flood plain deposits with different geologic and engineering properties. 2) To provide basic data necessary for any attempt at stabilizing flood plain deposits. The alluvial valley of the Missouri River adjacent to Iowa was chosen as the logical place to begin this study. The river forms the western boundary of the state for an airline distance of approximately 139 miles; and the flood plain varies from a maximum width of approximately 18 miles (Plates 2 and 3, Sheets 75 and 75L) to approximately 4 miles near Crescent, Iowa (Plate 8, Sheet 66). The area studied includes parts of Woodbury, Monona, Harrison, Pottawattamie, Mills, and Fremont counties in Iowa and parts of Dakota, Thurston, Burt, Washington, Douglas, Sarpy, Cass and Otoe counties in Nebraska. Plate l is an index map of the area under consideration.

Role of lymph node fibroblasts in T cell priming

SummarySecondary lymphoid organs, such as lymph nodes or spleen, are the only places in our body where primary adaptive immune responses are efficiently elicited. These organs have distinct Β and Τ cell rich zones and Τ lymphocytes constantly migrate from the bloodstream into Τ zones to scan dendritic cells (DCs) for antigens they present. Specialized fibroblasts, the Τ zone reticular cells (HR.Cs), span the Τ zone in the form a three-dimensional network. lK.Cs guide incoming Τ cells in their migration, both chemically, by the secretion of the chemokines CCL19 and CCL21, and physically, by construction of a road system to which also DCs adhere. In this way TRCs are thought to facilitate encounters of Τ cells with antigen-bearing DCs and thereby accelerate the selection of rare antigen-specific Τ cells. The resulting Τ cell activation, proliferation and differentiation all take place within the TRC network. However, the influence of TRCs on Τ cell activation has so fer not been elucidated with the possible reasons being that TRCs represent a relative rare cell population and that mice devoid of TRCs have not been described.To circumvent these technical limitations, we established TRC clones and lines to have an abundant source to functionally characterize TRCs. Both the clones and lines show a fibroblastic phenotype, express a surface marker profile comparable to ex vivo TRCs and produce extracellular matrix molecules. However, expression of Ccl19, Ccl21 and ZL-7 is lost and could not be restored by cytokine stimulation. When these TRC clones or lines were cultured in a three-dimensional cell culture system, their morphology changed and resembled that of in vivo TRCs as they formed networks. By adding Τ cells and antigen-loaded DCs to these cultures we successfully reconstructed lymphoid Τ zones that allowed antigen-specific Τ cell activation.To characterize the role of TRCs in Τ cell priming, TRCs were co-cultured with antigen-specific Τ cells in the presence antigen-loaded DCs. Surprisingly, the presence of TRC lines and ex vivo TRCs inhibited rather than enhanced CD8+ Τ cell activation, proliferation and effector cell differentiation. TRCs shared this feature with fibroblasts from non-lymphoid tissues as well as mesenchymal stromal cells. TRCs were identified as a strong source of nitric oxide (NO) thereby directly dampening Τ cell expansion as well as reducing the Τ cell priming capacity of DCs. The expression of inducible NO synthase (iNOS) was up- regulated in a subset of TRCs by both DC-signals as well as interferon-γ produced by primed CD8+ Τ cells. Importantly, iNOS expression was induced during viral infection in vivo in both lymph node TRCs and DCs. Consistent with a role for NO as a negative regulator, the primary Τ cell response was exaggerated in iNOS-/- mice. Our findings highlight that in addition to their established positive roles in Τ cell responses TRCs and DCs cooperate in a negative feedback loop to attenuate Τ cell expansion during acute inflammation.RésuméLes organes lymphoïdes secondaires, comme les ganglions lymphoïdes ou la rate, sont les seuls sites dans notre corps où la réponse primaire des lymphocytes Β et Τ est initiée efficacement. Ces organes ont des zones différentes, riches en cellules Β ou T. Des lymphocytes Τ circulent constamment du sang vers les zones T, où ils échantillonent la surface des cellules dendritiques (DCs) pour identifier les antigènes qu'ils présentent. Des fibroblastes spécialisés - nommés Τ zone reticular cells (TRCs)' forment un réseau tridimensionnel dans la zone T. Les TRCs guident la migration des cellules Τ par deux moyens: chimiquement, par la sécrétion des chimiokines CCL19 et CCL21 et physiquement, par la construction d'un réseau routier en trois dimensions, auquel adhèrent aussi des DCs. Dans ce? cas, on pense que la présence des TRCs facilite les rencontres entre les cellules Τ et les DCs chargées de l'antigène et accélère la sélection des rares cellules Τ spécifiques. Ensuite, l'activation de cellules T, ainsi que la prolifération et la différenciation se produisent toutes à l'intérieur du réseau des TRCs. L'influence des TRCs sur l'activation des cellules T n'est que très peu caractérisée, en partie parce que les TRCs représentent une population rare et que les souris déficientes dans les TRCs n'ont pas encore été découvertes.Pour contourner ces limitations techniques, nous avons établi des clones et des lignées cellulaires de TRC pour obtenir une source indéfinie de ces cellules permettant leur caractérisation fonctionnelle. Les clones et lignées établis ont un phénotype de fibroblaste, ils expriment des molécules de surface similaires aux TRCs ex vivo et produisent de la matrice extracellulaire. Mais l'expression de Ccl19, Ccl21 et 11-7 est perdue et ne peut pas être rétablie par stimulation avec différentes cytokines. Les clones TRC ou les lignées cultivées en un système tridimensionnel de culture cellulaire, montrent une morphologie changée, qui ressemble à celle de TRC ex vivo inclus la construction de réseaux tridimensionnels.Pour caractériser le rôle des TRC dans l'activation des cellules T, nous avons cultivé des TRCs avec des cellules T spécifiques et des DCs chargées avec l'antigène. Etonnamment, la présence des TRC (lignées et ex vivo) inhibait plutôt qu'elle améliorait l'activation, la prolifération et la différenciation des lymphocytes T CDS+. Les TRCs partageaient cette fonction avec des fibr-oblastes des organes non lymphoïdes et des cellules souches du type mésenchymateux. Dans ces conditions, les TRCs sont une source importante d'oxyde nitrique (NO) et par ce fait limitent directement l'expansion des cellules T et réduisent aussi la capacité des DCs à activer les cellules T. L'expression de l'enzyme NO synthase inductible (ïNOS) est régulée à la hausse par des signaux dérivés des DCs et par l'interféron-γ produit par des cellules T de type CD8+ activées. Plus important, l'expression d'iNOS est induite pendant une infection virale in vivo, dans les TRCs et dans les DCs. Par conséquent, la réponse primaire de cellules T est exagérée dans des souris iNOS-/-. Nos résultats mettent en évidence qu'en plus de leur rôle positif bien établi dans la réponse immunitaire, les TRCs et les DCs coopèrent dans une boucle de rétroaction négative pour atténuer l'expansion des cellules T pendant l'inflammation aigiie pour protéger l'intégrité et la fonctionnalité des organes lymphoïdes secondaires.

A Review of the Frictional Classification of Iowa Aggregates, MLR-81-04, 1981

The Iowa D.O.T. has a classification system designed to rate coarse aggregates as to their skid resistant characteristics. Aggregates have been classified into five functional types, with a Type 1 being the most skid resistant. A complete description of the classification system can be found in the Office of Materials Instructional Memorandum T-203. Due to the variability of ledges within any given quarry the classification of individual ledges becomes necessary. The type of aggregate is then specified for each asphaltic concrete surface course. As various aggregates become used in a.c. paving, there is a continuing process of evaluating the frictional properties of the pavement surface. It is primarily through an effort of this sort that information on aggregate sources and individual ledges becomes more refined. This study is being conducted to provide that needed up-to-date information that can be used to monitor the aggregate classification system.

Classification and Pay Plans FY2016, June 2015

This document Classifications and Pay Plans is produced by the State of Iowa Executive Branch, Department of Administrative Services. Informational document about the pay plan codes and classification codes, how to use them.

Classification of very high spatial resolution imagery using mathematical morphology and support vector machines

We investigate the relevance of morphological operators for the classification of land use in urban scenes using submetric panchromatic imagery. A support vector machine is used for the classification. Six types of filters have been employed: opening and closing, opening and closing by reconstruction, and opening and closing top hat. The type and scale of the filters are discussed, and a feature selection algorithm called recursive feature elimination is applied to decrease the dimensionality of the input data. The analysis performed on two QuickBird panchromatic images showed that simple opening and closing operators are the most relevant for classification at such a high spatial resolution. Moreover, mixed sets combining simple and reconstruction filters provided the best performance. Tests performed on both images, having areas characterized by different architectural styles, yielded similar results for both feature selection and classification accuracy, suggesting the generalization of the feature sets highlighted.

Prognosis in Duke's B colorectal carcinoma: the Jass classification revisited.

OBJECTIVE: To assess whether Jass staging enhances prognostic prediction in Dukes' B colorectal carcinoma. DESIGN: A historical cohort observational study. SETTING: A university tertiary care centre, Switzerland. SUBJECTS: 108 consecutive patients. INTERVENTIONS: Curative resection of Dukes' B colorectal carcinoma between January 1985 and December 1988, Patients with familial adenomatous polyposis; hereditary non-polyposis colorectal cancer; Crohns' disease; ulcerative colitis and synchronous and recurrent tumours were excluded. A comparable group of 155 consecutive patients with Dukes' C carcinoma were included for reference purposes. MAIN OUTCOME MEASURES: Disease free and overall survival for Dukes' B and overall survival for Dukes' C tumours. RESULTS: Dukes' B tumours in Jass group III or with an infiltrated margin had a significantly worse disease-free survival (p = 0.001 and 0.0001, respectively) and those with infiltrated margins had a significantly worse overall survival (p = 0.002). Overall survival among those with Dukes' B Jass III and Dukes' B with infiltrated margins was no better than overall survival among all patients with Dukes' C tumours. CONCLUSION: Jass staging and the nature of the margin of invasion allow patients undergoing curative surgery for Dukes' B colorectal carcinoma to be separated into prognostic groups. A group of patients with Dukes' B tumours whose prognosis is inseparable from those with Dukes' C tumours can be identified, the nature of the margin of invasion being used to classify a larger number of patients.

A Classification of Tools for Learning Logic

A table showing a comparison and classification of tools (intelligent tutoring systems) for e-learning of Logic at a college level.

Improving node number simulation in soybean

The objective of this study was to improve the simulation of node number in soybean cultivars with determinate stem habits. A nonlinear model considering two approaches to input daily air temperature data (daily mean temperature and daily minimum/maximum air temperatures) was used. The node number on the main stem data of ten soybean cultivars was collected in a three-year field experiment (from 2004/2005 to 2006/2007) at Santa Maria, RS, Brazil. Node number was simulated using the Soydev model, which has a nonlinear temperature response function [f(T)]. The f(T) was calculated using two methods: using daily mean air temperature calculated as the arithmetic average among daily minimum and maximum air temperatures (Soydev tmean); and calculating an f(T) using minimum air temperature and other using maximum air temperature and then averaging the two f(T)s (Soydev tmm). Root mean square error (RMSE) and deviations (simulated minus observed) were used as statistics to evaluate the performance of the two versions of Soydev. Simulations of node number in soybean were better with the Soydev tmm version, with a 0.5 to 1.4 node RMSE. Node number can be simulated for several soybean cultivars using only one set of model coefficients, with a 0.8 to 2.4 node RMSE.

Modulation of plant HMG-CoA reductase by protein phosphatase 2A: Positive and negative control at a key node of metabolism

The enzyme HMG-CoA reductase (HMGR) has a key regulatory role in the mevalonate pathway for isoprenoid biosynthesis, critical not only for normal plant development, but also for the adaptation to demanding environmental conditions. Consistent with this notion, plant HMGR is modulated by many diverse endogenous signals and external stimuli. Protein phosphatase 2A (PP2A) is involved in auxin, abscisic acid, ethylene and brassinosteroid signaling and now emerges as a positive and negative multilevel regulator of plant HMGR, both during normal growth and in response to a variety of stress conditions. The interaction with HMGR is mediated by B" regulatory subunits of PP2A, which are also calcium binding proteins. The new discoveries uncover the potential of PP2A to integrate developmental and calcium-mediated environmental signals in the control of plant HMGR.

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.

The glasses of the transept's rosette of the Cathedral of Tarragona: characterization, classification and decay.

The glasses of the rosette forming the main window of the transept of the Gothic Cathedral of Tarragona have been characterised by means of SEM/EDS, XRD, FTIR and electronic microprobe. The multivariate statistical treatment of these data allow to establish a classification of the samples forming groups having an historical significance and reflecting ancient restorations. Furthermore, the decay patterns and mechanisms have been determined and the weathering by-products characterised. It has been demonstrated a clear influence of the bioactivity in the decay of these glasses, which activity is partially controlled by the chemical composition of the glasses.

The glasses of the transept's rosette of the Cathedral of Tarragona: characterization, classification and decay.

The glasses of the rosette forming the main window of the transept of the Gothic Cathedral of Tarragona have been characterised by means of SEM/EDS, XRD, FTIR and electronic microprobe. The multivariate statistical treatment of these data allow to establish a classification of the samples forming groups having an historical significance and reflecting ancient restorations. Furthermore, the decay patterns and mechanisms have been determined and the weathering by-products characterised. It has been demonstrated a clear influence of the bioactivity in the decay of these glasses, which activity is partially controlled by the chemical composition of the glasses.

Iowa Roads and Streets Functional Classification Manual, 1970

This manual provides a set of procedural rules and regulations for use in functionally classifying all roads and streets in Iowa according to the character of service they are intended to provide. Functional classification is a requirement of House File 394 (Functional Highway Classification Bill) enacted by the 63rd General Assembly of the Iowa Legislature. Functional classification is defined in this Bill as: "The grouping of roads and streets into systems according to the character of service they will be expected to provide, and the assignment of jurisdiction over each class to the governmental unit having primary interest in each type of service."

Iowa Roads and Streets Functional Classification Manual, 1975

This manual provides a set of procedural rules and regulations for use in functionally classifying all roads and streets in Iowa according to the character of service they are intended to provide. Functional classification is a requirement of the 1973 Code of Iowa (Chapter 306) as amended by Senate File 1062 enacted by the 2nd session of the 65th General Assembly of Iowa. Functional classification is defined as the grouping of roads and streets into systems according to the character of service they will be expected to provide, and the assignment of jurisdiction over each class to the governmental unit having primary interest in each type of service. Stated objectives of the legislation are: "Functional classification will serve the legislator by providing an equitable basis for determination of proper source of tax support and providing for the assignment of financial resources to the governmental unit having responsibility for each class of service. Functional classification promotes the ability of the administrator to effectively prepare and carry out long range programs which reflect the transportation needs of the public." All roads and streets in legal existence will be classified. Instructions are also included in this manual for a continuous reporting to the Highway Commission of changes in classification and/or jurisdiction resulting from new construction, corporation line changes, relocations, and deletions. This continuous updating of records is absolutely essential for modern day transportation planning as it is the only possible way to monitor the status of existing road systems, and consequently determine adequacy and needs with accuracy.