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The practical implementation of object detectors (ODs) on small-scale hardware platforms faces significant computational and hardware barriers. The core of these platforms is primarily microcontrollers (MCUs), and deploying optimized OD models on such devices requires the application of specialized approaches, such as TinyML (Tiny Machine Learning).The objective of this work is to analyse availabl
Purpose: Medical imaging is crucial in modern radiotherapy, aiding diagnosis, treatment planning, and monitoring. The development of synthetic imaging techniques, particularly synthetic computed tomography (sCT), continues to attract interest in radiotherapy. The SynthRAD2025 dataset and the accompanying SynthRAD2025 Grand Challenge aim to stimulate advancements in synthetic CT generation algorith
Work and working conditions are fundamental social determinants of health. Climate change poses an urgent and growing threat to workers' health, through both direct exposure to environmental hazards and indirect exacerbation of social and health inequalities. Occupational health, which focusses on the promotion of mental and physical health and well-being of workers, is a key but often overlooked
An inventory of Viola epipsila has been performed in Skåne, southern Sweden. To elucidate identity of the species and the hybrid with V. palustris, herbarium material was critically examined, including analysis of pollen fertility. Study of papillae (glass hairs) on the lower leaf surface showed an increase of the papilla density during the succession of the leaves (tertiary leaves having more pap
The adsorption of soft microgels at interfaces is a key phenomenon in numerous applications, including emulsification, interfacial stabilization, and responsive coatings. In this work, we employ a combination of in situ atomic force microscopy and numerical simulations to systematically investigate the structural behavior of individual microgels at liquid-liquid and solid-liquid interfaces. By dir
The increased demand, driven by a growing population and changing dietary habits, has created immense pressure on agroecosystems throughout the globe. In semi-arid areas, this increased pressure has led to excessive use of agrochemicals in agriculture, which poses a threat of potentially toxic metal (PTM) contamination in agricultural soils. PTMs in agricultural soils result in significant environ
Objective: Evaluate the impact of adrenalectomy on metabolic parameters and quality of life (QoL) in patients with mild autonomous cortisol secretion (MACS). Method: A multicenter prospective randomized clinical trial compared adrenalectomy with conservative management. Metabolic parameters and QoL were assessed at baseline and after 2 years. Results: Forty-three MACS patients with a single adrena
This paper explores the framework of fractal calculus and its application to classical and quantum field theories. We begin with a brief overview of the fundamental concepts of fractal calculus. Building on this foundation, we introduce the formulation of the classical scalar field within a fractal space. The study is then extended to the quantization of the fractal field, where we examine how fra
The aim of the research is to identify ways to build an object detector (OD) that can ultimately provide a given level of accuracy while operating autonomously in real-time on devices with limited resources. Currently, there is a wide variety of ODs; therefore, this work focuses on selecting an appropriate method and algorithm for OD by developing a prototype using a PC and the MATLAB simulation p
This research focuses on developing an integrated flow rate sensor for microfluidic systems, widely used in medical and chemical applications. Unlike commercial sensors that should be attached externally, this sensor is embedded directly on the chip, saving space and improving low-flow measurement accuracy. For chemical experiment use, glass substrates were used for the microfluidic channel. In ad
Since the invention of the laser, nonlinear effects such as filamentation1, Rabi cycling2,3 and collective emission4 have been explored in the optical regime, leading to a wide range of scientific and industrial applications5, 6, 7–8. X-ray free-electron lasers (XFELs) have extended many optical techniques to X-rays for their advantages of ångström-scale spatial resolution and elemental specificit
This research investigates the relationship between trade credit financing and firms’ financial distress using a sample of Chinese listed companies from 2000 to 2020. Our results reveal a significant U-shaped relationship between firms’ trade credit financing and the likelihood of financial distress and that social trust moderates this curvilinear relationship. Our evidence suggests that firm liqu
Background: Lung cancer screening excludes individuals not considered at an increased risk for lung cancer, as predicted by risk models like the Liverpool Lung Project version 3 (LLPv3). In this study, we sought to validate whether plasma glycosaminoglycan profiles (GAGomes) could predict lung cancer independent of LLPv3 and other prespecified comorbidities. Methods: In this retrospective cohort-b
Background Breast cancer is the most frequently diagnosed cancer in women. Survival is generally considered favourable, yet some patients remain at risk of early death. We aimed to assess whether comprehensive whole-genome sequencing (WGS) linked to mortality data could add prognostic value to existing clinical measures and identify patients who might respond to targeted therapeutics. Methods In t
Aim: Clinical trial data have demonstrated that direct oral anticoagulants (DOACs) are both noninferior to and safer than conventional therapy for the treatment of venous thromboembolism (VTE). This study aimed to compare the effectiveness and safety of DOACs versus warfarin using Nordic population-based registries. Materials & methods: This observational cohort study used Swedish, Norwegian a
Particulate methane monooxygenase (pMMO) is an enzyme that converts methane into methanol at ambient temperature and pressure. Over the past three decades, the metal content and location of the active site have been highly controversial. Recent single-particle cryogenic electron-microscopy (cryo-EM) structures have furthered this debate. In this study, three cryo-EM structures (PDB entries 7s4h, 7
Public health can be immediately and substantially improved by policies that also mitigate climate change over the longer term. However, implementation of these policies has been slowed at least in part by doubts and lack of awareness of these health co-benefits. To address this barrier to progress, we demonstrate how an illustrative set of interventions led to environmental, health, and economic
Large amounts of dendrochronological data sets exported from the SEAD databasehave in this study been used to analyze timber trade and provenance from thethree Scandinavian towns of Copenhagen, Stockholm and Nya Lödöse/Gothenburgduring the medieval and early modern era. In total, 964 dendrochronologicalsamples with a dating and provenance description were compiled in this studyand compared with wrLarge amounts of dendrochronological data sets exported from the SEAD database have in this study been used to analyze timber trade and provenance from the three Scandinavian towns of Copenhagen, Stockholm and Nya Lödöse/Gothenburg during the medieval and early modern era. In total, 964 dendrochronological samples with a dating and provenance description were compiled in this study and compared wi
Background In several countries, whole-body imaging has been introduced in the routine follow-up of individuals with high-risk cutaneous malignant melanoma after surgery. However, there is scarce evidence that earlier detection of recurrent disease by regular scanning improves survival. In this interim analysis, we investigated whether imaging in the follow-up programme for high-risk cutaneous mal
Background: The aim was to explore patients’ reflections related to their choice of participating or not in a multimodal prehabilitation randomised controlled trial (RCT) in relation to minor surgery. Methods: A qualitative study with 22 semi-structured in-depth interviews on patients awaiting ventral hernia repair was conducted between March and May 2024 and reported according to the COREQ guidel
