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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
Cooperativity is an efficient way for nature to regulate complex processes, allowing for control over a narrower range of concentrations compared to noncooperative phenomena. Here, we investigate the cooperative binding of α-Synuclein to lipid membranes under different conditions, aiming to uncover the underlying molecular driving forces. We interrogate the role of electrostatic interactions by ra
Objective: To investigate cellular immune responses to the herpes zoster (HZ) subunit (HZ/su) vaccine in patients with rheumatoid arthritis (RA) treated with Janus kinase inhibitors (JAKis). Methods: RA patients treated with JAKi (n=46) at the Department of Rheumatology, Skåne University Hospital, Sweden, and healthy controls (n=37) received two doses of the HZ/su vaccine. Blood samples were colle
Hard-to-heal wounds are a growing human and financial concern, constituting approximately 1–3% of the healthcare budget. Wound care is not a medical specialty and is often not prioritized within healthcare. A large portion of the cost and suffering caused by wounds has the potential to be mediated through improved knowledge and effectivised workflows. One potential way to achieve this is through t
Atrial fibrillation (AF) is a prevalent and morbid abnormality of the heart rhythm with a strong genetic component. Here, we meta-analyzed genome and exome sequencing data from 36 studies that included 52,416 AF cases and 277,762 controls. In burden tests of rare coding variation, we identified novel associations between AF and the genes MYBPC3, LMNA, PKP2, FAM189A2 and KDM5B. We further identifie
Objective: To investigate whether baseline use of pain medication is associated with program adherence during a three-month digital treatment program for individuals with hip or knee osteoarthritis (OA). Design: An observational cohort study using registry data on weekly participant adherence from 33078 participants enrolled in a digital education and exercise therapy program. Poor adherence was d
OBJECTIVE: Diabetes significantly increases the risk for atherosclerotic complications, including coronary artery disease (CAD). Previous studies have suggested that adult-onset diabetes can be classified into five different clinical subtypes, including moderate obesity-related diabetes (MOD). The aim of this study was to investigate the genetic associations between the five diabetes subtypes and
Animals align their body in relation to different environmental cues, including spontaneous directional responses relative to the geomagnetic field known as magnetic body alignment. The biological significance of this behavior, however, remains undetermined for most taxa. In previous studies, migratory songbirds aligned their body with the cardinal directions of the geomagnetic field and their mig
This article examines the overlaps between the AI Act and the GDPR, analysing their overall relationship, conceptual similarities and differences, as well as specific provisions in the AI Act that explicitly overlap with the GDPR. The primary focus of this article lies on AI data governance, with a detailed analysis of the requirements set out in Article 10 AI Act. This provision establishes quali
Objective Type I interferons (IFN) drive systemic lupus erythematosus (SLE) pathogenesis. Some patients develop neutralizing IFN autoantibodies (anti-IFN ab), which theoretically could modify disease activity. We aimed to determine the prevalence of anti-IFN ab in patients with SLE, identify the age and when during the disease course of anti-IFN ab emerge, and assess their association with organ d
Skin wounds remain a clinical challenge, especially for burns and chronic wounds, and existing therapies seldom re-engage the rapid, scar-sparing repair programs observed in nature. Planarians are super-regenerators capable of rebuilding the entire organism from small fragments, and their extracellular vesicles might encode potent prorepair cues. But whether planarian-derived extracellular vesicle
The focus of this study was to evaluate the feasibility of incorporating Perlin noise, a method that has previously been used to model the tissue distribution of software breast phantoms, when creating a ‘compressible’ software breast phantom used in finite element analysis. Several compressible phantoms were created to represent different stages of aging in a virtual patient when younger, fibrogl
Purpose: The purpose of this paper is to study the effects of dimple geometries and arrangements on the heat transfer enhancement in a dimple jacketed heat exchanger. Design/methodology/approach: For the purpose of this paper, with the experimental validated numerical model, this paper carries out numerical simulations of both single dimples with different geometries and the whole dimple jacketed
The somatotype is a useful method in the analysis of body morphology but no study has identified genetic variants associated with its components. The aim of this study is o replicate the association of 21 SNPs with obesity and to explore their association with the somatotype components, in a sample from the Basque Country (Spain). A case-control study was performed in 472 adults from 18 to 79 year
The aim of this qualitative study was to investigate the social identity of students at upper secondary school for physically disabled students. The youths I drew my attention to suffered from severe physical disabilities and therefore received specially adapted education in small classes, but integrated at an ordinary upper secondary school. By "social identity" I mean how the students
The purpose of this study is to evaluate the safety of people located in discotheques in case of fire. A quantitative fire riskanalysis (QRA) for three different types of discotheques is carried out. The analysis is based on performance based codes from which fire protection alternatives are analysed. The results of the quantitative fire riskanalysis are described as risk profiles and average risk
Religionsfrihet är en grundläggande mänsklig rättighet. Artikel 9 i Europakonventionen reglerar religionsfriheten och dess begränsningar. Konventionen är inkorporerad i svensk lagstiftning och ska således tillämpas i Sverige. Med anledning av det så kallade handskakningsmålet ställs religionsfriheten i förhållande till arbetet mot ett könsjämlikt arbetsliv. Frågan väcks och diskuteras huruvida relFreedom of religion is a fundamental human right. Article 9 of the European Convention regulates religious freedom and its limits. The Convention is incorporated in Swedish law and has to be applied in Sweden. On account of the so-called handshake-case, the freedom of religion is put in relation to work towards a gender-balanced working life. The question is raised and discussed whether freedom of
When a country liberalizes trade through lowering taxes on imports, it stands before a number of challenges. Recovering lost trade tax revenue is one of them. Cape Verde is one of the countries that are currently negotiating an Economic Partnership Agreement with the EU and studies predict that the tariff reductions resulting from the agreement may have a severe impact on Cape Verde’s government r
Tanken på självkörande bilar har funnits nästan lika länge som det har funnits bilar. Denna uppsats har ämnat utreda vilka rättsekonomiska konsekvenser en skada vållad av ett förarlöst fordon medför samt hur lagstiftningen ur ett de lege ferenda-perspektiv bör vara utformat utifrån rättsekonomiska teorier. Rättsekonomi sträva efter ekonomisk effektivitet. Detta skapar välstånd för individer och väThe idea of self-driving cars has been around almost as long as there have been cars. This thesis investigates the legal consequences of damages caused by a driverless vehicle and how the legislation out of a de lege ferenda-perspective should be, based on legal-economic theories. Law and economics theories strives for economic efficiency. This creates wealth for individuals and welfare in society
