ADAPTIVE RESPONSE SURFACE APPROACH USING ARTIFICIAL NEURAL NETWORKS AND MOVING LEAST SQUARES

In engineering science the modeling and numerical analysis of complex systems and relations plays an important role. In order to realize such an investigation, for example a stochastic analysis, in a reasonable computational time, approximation procedure have been developed. A very famous approach is the response surface method, where the relation between input and output quantities is represented for example by global polynomials or local interpolation schemes as Moving Least Squares (MLS). In recent years artificial neural networks (ANN) have been applied as well for such purposes. Recently an adaptive response surface approach for reliability analyses was proposed, which is very efficient concerning the number of expensive limit state function evaluations. Due to the applied simplex interpolation the procedure is limited to small dimensions. In this paper this approach is extended for larger dimensions using combined ANN and MLS response surfaces for evaluating the adaptation criterion with only one set of joined limit state points. As adaptation criterion a combination by using the maximum difference in the conditional probabilities of failure and the maximum difference in the approximated radii is applied. Compared to response surfaces on directional samples or to plain directional sampling the failure probability can be estimated with a much smaller number of limit state points

The academization of the health professions in Switzerland : facts and figures

Dieser Beitrag stellt die Ausbildungssystematik in der Schweiz vor und ordnet die Gesundheitsberufe darin ein. Statistiken zu Studierenden der Gesundheitsberufe ab dem Jahr 2000 bis 2020 geben einen Einblick in die zahlenmässige Entwicklung. Das Fazit der Akademisierung fällt positiv aus, ein belastbarer empirischer Beleg dafür fehlt jedoch. Dieser Artikel basiert auf dem Vortrag mit dem gleichen Titel gehalten am VFWG-Symposium «Bachelor-Studiengänge in Österreich und der Schweiz: Modelle für die Therapie- und Pflegeberufe in Deutschland?» vom 8. September 2021

The Eukaryotic Promoter Database (EPD): recent developments

The Eukaryotic Promoter Database (EPD) is an annotated non-redundant collection of eukaryotic POL II promoters, for which the transcription start site has been determined experimentally. Access to promoter sequences is provided by pointers to positions in nucleotide sequence entries. The annotation part of an entry includes description of the initiation site mapping data, cross-references to other databases, and bibliographic references. EPD is structured in a way that facilitates dynamic extraction of biologically meaningful promoter subsets for comparative sequence analysis. Recent efforts have focused on exhaustive crossreferencing to the EMBL nucleotide sequence database, and on the improvement of the WWW-based user interfaces and data retrieval mechanisms. EPD can be accessed at http://www.epd.isb-sib.c

Training und Coaching von weiblichen vs. männlichen Athleten auf ihrem Weg zu Gold? Einschätzungen erfolgreicher Trainer von Eliteathleten

This scientific short report investigated how successful male coaches perceive gender differences in training characteristics and coaching practice among medal-winning endurance athletes. Ten male Norwegian coaches with a track record of coaching both female and male endurance world-class athletes (total of 269 Olympic, World and European Championship medals) participated in semi-structured interviews. Inductive thematic analysis revealed that all coaches mainly adjusted their key training and coaching principles to the individual athlete, rather than gender. A coach-driven and athlete-centered individualization process was essential to create trust, mutual understanding, and optimal training content. Potential gender/sex differences were perceived in four main themes: sport-specific competition demands, physiological, psychological and interpersonal factors (e.g., gender of the coach). In this context, all coaches described how training and coaching of female athletes differs from that of men, thus considering male athletes as the reference group and male physiology and psychology as the norm. Furthermore, societal factors such as a male-dominant sports culture and underlying gender stereotypes were suggested as amplifiers of gender differences. Accordingly, our report highlights the need for female perspectives in elite sports and invites further in-depth investigations of the identified gender/sex differences within the respective disciplines of training science, physiology, psychology and sociology.publishedVersio

A new early Smithian ammonoid fauna from the Salt Range (Pakistan)

Recent extensive investigations in the Salt Range (Pakistan) yielded abundant, well-preserved ammonoid faunas of earliest to latest Smithian age that provided the basis for a major revision of Smithian ammonoid taxonomy and for the establishment of a high-resolution biostratigraphic sequence. Here, an additional new ammonoid fauna of typical early Smithian affinity from the uppermost part of the Ceratite Sandstone of the Nammal Gorge section is described. The new fauna, termed Euflemingites cirratus beds, is bracketed between the underlying early Smithian "Flemingites flemingianus beds”, here renamed Clypeoceras superbum beds, and the overlying middle Smithian Brayardites compressus beds. Comparison with a recently published high-resolution biochronological scheme for the Smithian of the NIM (northern Indian Margin) based on the Salt Range, Spiti (Himachal Pradesh, northern India) and Tulong (South Tibet) basins shows that the Euflemigites cirratus fauna correlates with the Dieneroceras beds from Spiti based on the common occurrence of the ammonoid species Kraffticeras pseudoplanulatum. The trans-panthalassic biogeographical distribution of Euflemingites cirratus allows correlating the new ammonoid fauna with part of the Meekoceras gracilitatis ammonoid zone of western USA. Three new species (Kashmirites weisserti, Arctoceras schalteggeri and Vercherites wyleri) are describe

Patch-clamping mit Mikroöffnungen in Polyimide-Folien

Die Patchclamp-Technik ist die aussagekräftigste Methode zur Untersuchung der Funktion und Regulation von Ionenkanälen. Sie basiert auf der Bildung eines engen Kontaktes zwischen der Spitze einer Glasspipette und der Membran einer Zelle, an die die Pipette herangeführt wird. Aus dem engen Kontakt resultiert ein elektrischer Widerstand im Gigaohm-Bereich zwischen der Elektrolytlösung im Innern der Pipette und der die Zelle und Pipette umgebenden Elektrolytlösung. Trotz der weitverbreiteten Verwendung dieser Methode ist die wahre Natur dieses Kontaktes und der resultierenden hochohmigen „Seal“-Bildung noch immer nicht im Detail verstanden. Zudem ist die Patchclamp-Methode zeitaufwendig und erfordert erfahrene Anwender sowie gutausgerüstete Setups. Im Moment ist noch keine Vorrichtung beschrieben, die diesen “Cell-by-cell”-Assay vollautomatisch durchführt. Dies ist jedoch die Voraussetzung für Automatisierung, Miniaturisierung und Parallelisierung, um mit dieser Methode Hochdurchsatz-Untersuchungen von pharmazeutischen Substanzen durchführen zu können. Mehrere Gruppen berichten über einen Ansatz, der die Glasspipette durch eine mikromechanisch gefertigte Siliziumstruktur ersetzen soll. Sie verwenden ein dünnes Diaphragma, in das ein mikroskopisch kleines Loch (Durchmesser im Nano- und Mikrometer-Bereich) eingebracht ist. Darauf werden Lipidvesikel aufgebracht, die per Adhäsion die Umgebung der Mikroöffnung hochohmig abdichten. Mit dieser Methode lassen sich Einzelkanalströme messen

Health literacy among young adults: a short survey tool for public health and health promotion research

Health literacy (HL) is context-specific. In public health and health promotion, HL in the private realm refers to individuals' knowledge and skills to prevent disease and to promote health in everyday life. However, there is a scarcity of measurement tools explicitly geared to private realm contexts. Our aim was to develop and test a short survey tool that captures different dimensions of HL in the context of family and friends. We used cross-sectional data from the Swiss Federal Surveys of Adolescents from 2010 to 2011, comprising 7983 males and 366 females between 18 and 25 years. HL was assessed through a set of eight items (self-reports). We used principal component analysis to explore the underlying factor structure among these items in the male sample and confirmatory factor analysis to verify the factor structure in the female sample. The results showed that the tested item set represented dimensions of functional, interactive and critical HL. Two sub-dimensions, understanding versus finding health-relevant information, denoted functional HL. Interactive and critical HL were each represented with two items. A sum score based on all eight items (Cronbach's α: 0.64) showed expected positive associations with own and parental education among males and females (p < 0.05). The short item set appears to be a feasible measurement tool to assess HL in the private realm. Its broader application in survey studies may help to improve our understanding of how this form of HL is distributed in the general populatio

17-Hydroxyprogesterone in premature infants as a marker of intrauterine stress

Aims: Amniotic infection (AI) and preeclampsia (PE), which are commonly the reason for prematurity, inflict stress of different duration on immature fetuses. Whether chronic stress, as reflected by intrauterine growth retardation, influences the level of 17-OH progesterone (17-OHP), was not previously examined. Methods: We analyzed 17-OHP and TSH levels during neonatal screenings in the first hours of life of 90 premature infants born between 25 and 33weeks of gestation in infants with AI (n=37) or with PE (n=53). Control of acute stress parameters was derived from umbilical arterial cord blood pH and base excess (BE). Results: Mean 17-OHP levels of infants born to mothers with PE were 85.7nmol/L compared to 54.6nmol/L (P<0.001) in AI infants. 17-OHP was even higher when intrauterine growth restriction was present (99.8nmol/L). Antenatal steroids and mode of delivery did not significantly affect 17-OHP levels. Conclusions: Stress of relatively long duration, as in cases of PE, leads to a significant increase of 17-OHP level in preterm infants. The postnatal 17-OHP level may be considered as a measure for severity of intrauterine stress and might be used as an individualized indicator for earlier intensive car