A robust adaptive wavelet-based method for classification of meningioma histology images

Intra-class variability in the texture of samples is an important problem in the domain of histological image classification. This issue is inherent to the field due to the high complexity of histology image data. A technique that provides good results in one trial may fail in another when the test and training data are changed and therefore, the technique needs to be adapted for intra-class texture variation. In this paper, we present a novel wavelet based multiresolution analysis approach to meningioma subtype classification in response to the challenge of data variation.We analyze the stability of Adaptive Discriminant Wavelet Packet Transform (ADWPT) and present a solution to the issue of variation in the ADWPT decomposition when texture in data changes. A feature selection approach is proposed that provides high classification accuracy

Arten und Biotope am Terrassenweinberg - am Beispiel des Terrassenweinbergs am Burgberg Meißen

Die vorliegende Broschüre soll dazu dienen, neben einem Einblick in die Geschichte der Pflanzenwelt des Meißner Burgbergs insbesondere die Artenvielfalt des Lebensraumes Terrassenweinberg mit Trockenmauern aufzuzeigen, wenn er in ökologischer Weise bewirtschaftet wird. Der Überblick über die häufigsten Arten kann dabei stellvertretend für die verschiedenen Biotope an Weinbauterrassen und Burgbergen stehen. Die Broschüre richtet sich an ein interessiertes Fachpublikum, aber auch an alle weiteren Freunde der Natur und unserer einmaligen Kulturlandschaft im Elbtal. Redaktionsschluss: 01.09.201

Low T3 Syndrome in Head-Injured Patients is Associated with Prolonged Suppression of Markers of Cell-Mediated Immune Response

Purpose:: To clarify the association between disturbed thyroid hormone metabolism (low T3 syndrome) and release of cytokines and markers of cell-mediated immune response. Material and Methods:: Concentrations of cytokines as well as of thyroid hormones were determined in 32 patients suffering from severe traumatic brain injury: interleukin-( IL-)1, IL-6, IL-10, tumor necrosis factor, transforming growth factor-(TGF-)β, soluble interleukin-2 receptor (sIL-2R), neopterin, and β2-microglobulin (β2m) in serum and cerebrospinal fluid; triiodothyronine (T3), free T3, thyroxine (T4), free T4, thyrotropin, thyroxine-binding globulin, and albumin in serum. Additionally, clinical parameters were assessed: Glasgow Coma Score, CT scan, intracranial pressure, Glasgow Outcome Score, and occurrence of pneumonia. Results:: Among 31 patients with a low T3 syndrome, those with additional low serum T4 levels (n = 13) showed a prolonged suppression of serum β2m, neopterin, and sIL-2R, and a higher secondary increase of serum β2m, neopterin, and TGF-β, as well as lower T3 levels (all p < 0.05). These patients also had a longer stay in the intensive care unit (34 ± 6 days vs. 22 ± 12 days; p = 0.008). Increased levels of β2m correlated with a preceding decrease of thyrotropin (cerebrospinal fluid: r = -0.53; p = 0.004; serum: r = -0.41; p = 0.029). Associations of thyroid hormone metabolism with either other cytokines or with clinical parameters were not detected. Conclusion:: These results show that low T3 syndrome is a very common pathophysiological feature after severe traumatic brain injury. The association of a low T3 syndrome in combination with low serum T4 levels, with an altered time course of markers of cell-mediated immunity led the authors to hypothesize that a disturbed thyroid hormone metabolism may be interrelated with a prolonged cellular immune dysfunction after traumatic brain injur

Suppression of spin-exchange relaxation in tilted magnetic fields within the geophysical range

We present a detailed experimental and theoretical study on the relaxation of spin coherence due to the spin-exchange mechanism arising in the electronic ground states of alkali-metal vapor atoms. As opposed to the well-explored formation of a stretched state in a longitudinal geometry (magnetic field parallel to the laser propagation direction) we employ adapted hyperfine-selective optical pumping in order to suppress spin-exchange relaxation. By comparing measurements of the intrinsic relaxation rate of the spin coherence in the ground state of cesium atoms with detailed density-matrix simulations we show that the relaxation due to spin-exchange collisions can be reduced substantially even in a tilted magnetic field of geomagnetic strength, the major application case of scalar magnetic surveying. This explains the observed striking improvement in sensitivity and further deepens the understanding of the light- narrowed Mx magnetometer, which was presented recently. Additionally, new avenues for investigating the dynamics in alkali-metal atoms governed by the spin-exchange interaction and interacting with arbitrary external fields open up

Coronary artery bypass grafting: Part 1—the evolution over the first 50 years

Surgical treatment for angina pectoris was first proposed in 1899. Decades of experimental surgery for coronary artery disease finally led to the introduction of coronary artery bypass grafting (CABG) in 1964. Now that we are approaching 50 years of CABG experience, it is appropriate to summarize the advancement of CABG into a procedure that is safe and efficient. This review provides a historical recapitulation of experimental surgery, the evolution of the surgical techniques and the utilization of CABG. Furthermore, data on contemporary clinical outcomes are discusse

Comparing adaptive and fixed bandwidth-based kernel density estimates in spatial cancer epidemiology

Background: Monitoring spatial disease risk (e.g. identifying risk areas) is of great relevance in public health research, especially in cancer epidemiology. A common strategy uses case-control studies and estimates a spatial relative risk function (sRRF) via kernel density estimation (KDE). This study was set up to evaluate the sRRF estimation methods, comparing fixed with adaptive bandwidth-based KDE, and how they were able to detect ‘risk areas’ with case data from a population-based cancer registry. Methods: The sRRF were estimated within a defined area, using locational information on incident cancer cases and on a spatial sample of controls, drawn from a high-resolution population grid recognized as underestimating the resident population in urban centers. The spatial extensions of these areas with underestimated resident population were quantified with population reference data and used in this study as ‘true risk areas’. Sensitivity and specificity analyses were conducted by spatial overlay of the ‘true risk areas’ and the significant (α=.05) p-contour lines obtained from the sRRF. Results: We observed that the fixed bandwidth-based sRRF was distinguished by a conservative behavior in identifying these urban ‘risk areas’, that is, a reduced sensitivity but increased specificity due to oversmoothing as compared to the adaptive risk estimator. In contrast, the latter appeared more competitive through variance stabilization, resulting in a higher sensitivity, while the specificity was equal as compared to the fixed risk estimator. Halving the originally determined bandwidths led to a simultaneous improvement of sensitivity and specificity of the adaptive sRRF, while the specificity was reduced for the fixed estimator. Conclusion: The fixed risk estimator contrasts with an oversmoothing tendency in urban areas, while overestimating the risk in rural areas. The use of an adaptive bandwidth regime attenuated this pattern, but led in general to a higher false positive rate, because, in our study design, the majority of true risk areas were located in urban areas. However, there is a strong need for further optimizing the bandwidth selection methods, especially for the adaptive sRRF.<br