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Vision impairment increases risks such as social isolation, mobility challenges, and falls. Wearable Augmented Reality (AR) devices with Artificial Intelligence (AI) can enhance sensory perception by enabling real-time recognition of obstacles, assisting visually impaired individuals during street navigation, aiming to reduce the risk of falls. In this paper, we propose a Federated Learning (FL) f
BackgroundPrimary care is key to early identification and referral of patients with Alzheimer’s disease (AD). Assessing eligibility for new anti-amyloid treatment may guide appropriate referrals and prevent overburdening specialized care. In this study we determined eligibility for anti-amyloid treatment in patients undergoing cognitive evaluation in primary care.MethodPatients were selected from
Horizontal gene transfer (HGT) is a major driver of evolution and a key source of innovation in the microbial world. Mobile genetic elements (MGEs), such as plasmids and phages, often act as agents of HGT or as vehicles for cargo genes, some of which define the adaptive potential of the host organism in specific environments. These genes are involved in immunity, anti-immunity, virulence, and anti
We consider the numerical approximation of the stochastic complex Ginzburg-Landau equation with additive noise on the one-dimensional torus. The complex nature of the equation means that many of the standard approaches developed for stochastic partial differential equations cannot be directly applied. We use an energy approach to prove an existence and uniqueness result as well as to obtain moment
Light chain monoclonal gammopathy of undetermined significance (LC-MGUS) is an asymptomatic precursor of multiple myeloma (MM) and related disorders defined by abnormal free light chain (FLC) testing. Recently, revised FLC reference intervals were proposed by the iStopMM study group. We evaluated their performance in a large population-based cohort. MGUS cases were identified from the Danish Lymph
Randomized controlled trials (RCTs) of fecal microbiota transplantation (FMT) in patients with irritable bowel syndrome (IBS) have produced outcomes varying from no effect at all to high efficacy and durable effects over time. This review analyzed differences in the protocols used in FMT RCTs for IBS in the recently published literature with the aim of identifying the factors responsible for the s
Natural polymers are promising sustainable materials for diverse applications. Xylans, major components of hemicellulose, exhibit origin-dependent substitution patterns that determine their physicochemical properties. Targeted enzymatic modification of these substituents offers a mild and precise approach for tailoring the polymer's characteristics. Glucuronidases (EC 3.2.1.139) and xylan α-1,2-gl
We explore mental health as a potential mechanism to explain the labor market penalty of an early-onset physical disability using administrative data from Sweden. For methodological reasons, we focus on persons with Cerebral Palsy (CP) and use prescriptions for mental health conditions. We examine how much of the differences in labor market outcomes is explained by prescriptions for mental health
Background and ObjectivesThe number of older adults living alone is increasing globally, often with varied risks and resilience capacities. Digital technologies may help mitigate these risks, but their potential remains poorly understood. This review maps evidence on digital technologies in social and health care interventions for older adults living alone, focusing on technology types, functions,
Thermal energy storage is likely to be integral to a sustainable, secure and affordable energy system facing ever greater challenges in matching supply and demand. Techno-economic studies have explored the potential for thermal storage deployment, but transitions in the energy system are also influenced by the activities and decisions of an array of actors. We gathered new empirical evidence from
We study attitudes toward offering monetary payments for vaccination. We develop the Policy Lab, an experimental paradigm to characterize policy preferences in which participants decide whether to implement actual interventions to influence others' real-world behavior. In two studies with representative samples of the Swedish population (N=2,010) and one with Swedish policymakers (N=2,008), partic
BackgroundAlzheimer’s disease (AD) is the most common cause of dementia and a growing healthcare challenge. Amyloid-targeting therapies (ATT) may slow progression, but implementation is limited by logistical and economic barriers. As primary care is the first contact for most patients with cognitive concerns, quantifying treatment eligibility in this setting is essential. The purpose of this study
Engineering risk assessment has traditionally focused on direct impacts to individual assets or systems. However, as society's most notable risks increasingly stem from complex, interdependent systems, conventional methods fail to capture the cascading consequences and deepening uncertainty. Addressing this gap requires developing or extending assessment methods. To guide such development and alig
Wireless power transfer (WPT) is a promising service for the Internet of Things (IoT), providing a cost-effective and sustainable solution to deploy so-called energy-neutral devices on a massive scale. The power received at the device side from a conventional transmit antenna with a physically small aperture decays rapidly with the distance. New opportunities arise from the transition from convent
We study stochastic pairwise interaction network systems whereby a finite population of agents, identified with the nodes of a (directed) graph, update their states in response to both individual mutations and pairwise interactions with their neighbors. The considered class of systems includes the main epidemic models —such as the SIS, SIR, and SIRS models—, certain social dynamics models —such as
A growing empirical and theoretical literature has investigated to what extent socioeconomic inequalities are influenced by the outcomes and characteristics of ancestors prior to the parental generation. This paper contributes by examining multigenerational associations of earnings and occupational status in the entire Swedish population born 1968-1976, amounting to over 200,000 three-generation l
Synthesizing representative weather data sets that reflect both typical and extreme conditions is essential for reliable hygrothermal simulations, especially when considering future climates, which involve significant uncertainties. In this study, multiple representative weather data sets are generated using various methods, broadly categorized based on picking the representative months using vari
