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We propose data-driven surrogate models to solve systems of time-dependent differential equations coupled with noise. Using a feedforward neural network, we separately learn the noise and solution, tackling approximations across regimes with bifurcations and rare events. Focusing on irregular data generated by a stochastic noise model on a one-dimensional spatial lattice coupled to a differential
INTRODUCTION: Social prescribing (SP) is an innovative model that connects individuals to non-clinical community resources. However, its uptake and evaluation have been hindered by inconsistent role definitions for key stakeholders. Although recent studies have refined SP definitions, outside the UK, the responsibilities, educational backgrounds and training requirements of social prescribing link
Low-grade superficial connective tumors are a heterogeneous group of benign/reactive, intermediate—locally aggressive and intermediate—rarely metastasizing lesions arising in skin and subcutaneous/superficial soft tissues. The most common targets for fine needle aspiration (FNA) in this group of lesions are schwannomas, desmoids, and “pseudosarcomatous lesions” such as nodular fasciitis. Experienc
This chapter describes methods and procedures that can be used to calculate the absorbed dose distribution based on quantitative SPECT/PET images. In this context, quantitative images mean images corrected for various physical effects (among them are photon attenuation, scatter contribution, dead time) in such a way that the values of each voxel can then be translated into units of activity by a c
Nonclusion is aligned with Universal Design and involves a critical approach to the categorisation of people. Specifically, nonclusion resists categorisations of bodies/roles and does not come with predefined or presupposed limits in terms of who something is meant for. While UD and nonclusion generally target Design and Architecture, this article explores how nonclusion can be conveyed through te
Fundamental issues on discovery and disclosure of evidence
The present study is concerned with the impact of psychological factors, particularly character traits and attitudes, on the traffic accident patterns of young drivers. 101 drivers completed a questionnaire consisting of 206 questions and statements. Factor analysis was used to identify and eliminate non-significant test items, leaving 70 statements defining 14 distinct traits. Age and sex were sh
Popular Abstract in Swedish Avhandlingens forskningsfrågor är: ”Vad är det som har möjliggjort att det talas om sjuka som kunder, hur har en sådan förskjutning av föreställningen om den sjuke skett och vad medför en sådan förskjutning?” Marknadstänkandet har successivt introducerats inom sjukvården under de sista decennierna av 1900-talet. Marknadstänkandet försöker ersätta tidigare förvaltnings-Marketization of society has gradually transformed health care at the end of the 20th century. The conditions of possibility for this transformation have been the social impact of the market discourse and the discourse on patient rights. These discourses brought about a displacement of the discursive order in health care. One effect of this discursive break was that the view of the sick person was
Popular Abstract in Swedish Slå vatten i småbitar Många av de små molekyler som omger oss kan verka helt alldagliga. Vatten, koldioxid, syre, metan; de bara finns där, i våra kroppar, i våra lungor, överallt. Men så börjar någon tala om klimatförändringar, och att förstå de banala molekylerna blir avgörande för hela vår existens. Koldioxid, metan och vatten är växthusgaser, och det finns idag merThis dissertation contains seven studies exploring novel instrumentation for ion and electron spectroscopy, including their applicability at storage ring light sources. The studies focus on instrumentation to study decay, dynamics and dissociation of photoexcited molecules, and the possibility to host such instruments at MAX~IV. Commissioning of an instrument for negative-ion/positive-ion coincid
The citations of highly cited papers in the life sciences published in 1986 and 2000 was examined to determine the extent to which early impact predicts long term impact. Linear correlation between early and post-peak impact was found to be about 0.7
Bakgrund: Antalet personer som drabbas av demenssjukdomar ökar kraftigt och anhöriga till dessa påverkas i vardagen på olika sätt, vilket kan påverka deras hälsa. Syfte: Syftet med denna studie var att undersöka upplevelsen av aktivitetsbalans hos anhöriga till personer med demens. Metod: Data inhämtades genom en fokusgrupp vid två upprepade tillfällen med 5 deltagare. En riktad innehållsanalys ge
Home mechanical ventilation (HMV) is increasingly used as a therapeutic option to patients with symptomatic chronic hypoventilation. There is, however, a paucity of solid data on factors that could affect prognosis in patients on home ventilation. In the present study, our aim was to study several factors in these patients with potential influence on survival. We examined 1526 adult patients from
