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The growing use of 5G networks for critical services makes them vulnerable to Distributed Denial of Service (DDoS) attacks. While numerous Machine Learning (ML)-based approaches have been proposed, the real-world deployability of these models remains understudied. This work presents what is, based on existing literature, the first simulation-driven methodology to evaluate both the transferability
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INTRODUCTION: Survival and healthcare for patients with congenital heart disease have improved, and the number of pregnancies among women of childbearing age with congenital heart disease has increased. Our aim was to investigate obstetric outcomes in a large retrospective, national registry study of women with congenital heart disease compared to controls.MATERIAL AND METHODS: The study included
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Mechanisms of the aerosol indirect effects (AIEs) from ice nucleating particles (INPs) are investigated with the cloud-resolving “aerosol–cloud” (AC) model with a hybrid bin–bulk microphysics scheme coupled with a radiation scheme in 1) continental deep convection observed during the Midlatitude Continental Convective Clouds Experiment (MC3E) over Oklahoma and 2) supercooled stratiform clouds obse
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In both second language acquisition research and teaching, there is a need for practical, reliable and valid proficiency tests to be used with learners of various target languages and at different proficiency levels. In the present study, a written proficiency test based on the C-test methodology was developed and tested on 144 Swedish 15-year-olds studying French, German, and Spanish in lower sec
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I år är det 30 år sedan Sverige blev medlem i EU. Därmed är det också 30 år sedan Sverige anslöt sig till EU:s två språkpolitiska mål om lärande av främmande språk och skydd av minoritets- och regionalspråk. Det kan emellertid konstateras att dessa båda mål gått olika öden till mötes i Sverige. Medan minoritetsspråkens ställning har stärkts har hållningen kring främmande språk varit vacklande. Ett
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Symmetric informationally complete measurements are both important building blocks in many quantum information protocols and the seminal example of a generalized, non-orthogonal, and quantum measurement. In higher-dimensional systems, these measurements become both increasingly interesting and increasingly complex to implement. Here, we demonstrate an integrated quantum photonic platform, operatin
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Boreal forests are globally important carbon (C) sinks, but strategies for maximising their climate benefit remain under debate. Major uncertainties in this discussion arise from contrasting sink-source estimates, which largely emanate from inherent limitations of standard measurement techniques to distinct spatio-temporal scales. Here, we use a spatially-nested measurement framework that integrat
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BACKGROUND: Prediction models for sentinel lymph node (SLN) status could potentially substitute surgical axillary staging in patients with early breast cancer. Several imaging modalities have been used with various feature extraction and selection approaches. This systematic review and meta-analysis aimed to evaluate prediction models for SLN status based on breast imaging in patients with early b
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Changes in pupil size can lead to apparent gaze shifts in data recorded with video-based eye trackers in the absence of physical eye rotation. This is known as the pupil-size artifact (PSA). While the PSA is widely reported in desktop eye trackers, it is unknown whether and to what extent it occurs in head-mounted eye trackers. In this paper, we examined the effects of pupil size variations on eye
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Acute myeloid leukemia is a genetically and cellularly heterogeneous disease. We characterize 120 AMLs using genomic and transcriptomic analyses, including single-cell RNA sequencing. Our results reveal an extensive cellular heterogeneity that distorts the bulk transcriptomic profiles. Selective examination of the transcriptional signatures of >90,000 immature AML cells identifies four main cluste
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BackgroundDespite the high morbidity and severe consequences of epidermolysis bullosa (EB), current treatments remain inadequate, lacking efficacy and the ability to target the microbial and inflammatory components of EB wounds. In this first-in-human open-label, single-arm study—part 3 of a 3-part Phase 1 clinical trial—we examined the safety, tolerability, and systemic exposure of topically appl
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BackgroundAmbulance clinicians regularly encounter medical, caring, existential and ethical challenges. Meeting patients with complex medical presentations underscore the need for holistic decision-making and actions as ambulance clinicians struggle to strike a balance between addressing medical and caring needs.AimThis study aimed to explore action alternatives considered and discussed during eth
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Vacuum membrane distillation is a promising technology for seawater desalination, as it enables high recovery ratios, with reasonable thermal and minimal electric consumption. Ceramic membranes can offer notable advantages over polymeric membranes, mainly due to their robust thermal and mechanical stability, yet they have limited representation in the literature. Accordingly, this work investigate
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In this article, we argue for the value of student podcasts for fostering dialogue around questions of poetry and sustainable futures in an English as a foreign language context. Our research draws on our experiences of inviting student teachers to create their own podcasts on a recently published poem about nature or the Anthropocene, or both, in our first-year literature course for those studyin
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Lon Fuller famously argued that polycentric issues are not readily amenable to binary and adversarial forms of adjudication. When it comes to resource allocations involving various interested parties, binary polemical forms of decision making may fail to capture the polycentric nature of the dispute, namely the fact that an advantage conferred to one party invariably involves (detrimentally) affec
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In the wake of sustainability challenges and geopolitical tensions, the circular economy and x-shoring have received increasing attention as possible solutions or models for future development. Both concepts have an important geographic dimension and share other features such as foci on resilience and security. In this article, we elaborate on the two concepts and explore common drivers, potential
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Entanglement is a key feature of quantum mechanics1–3, with applications in fields such as metrology, cryptography, quantum information and quantum computation4–8. It has been observed in a wide variety of systems and length scales, ranging from the microscopic9–13 to the macroscopic14–16. However, entanglement remains largely unexplored at the highest accessible energy scales. Here we report the
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The Grobe-Eberly doublet phenomenon occurs in photoelectron distributions when a field dresses the remaining ion. Its manifestation is due to entanglement between a free electron and a hybrid state of light and matter. Direct detection of such entanglement is however not possible by coincidence schemes due to the dressing mechanism having an inconspicuous phase-correlation effect on the ion. Here,
