Beyond the numbers: App-enabled stroke prediction system for high-risk individuals in imbalanced datasets by Abrar Faiaz Eram, Aliva Sadnim Mahmud, Marwan Mostafa Khadem, Md Amimul Ihsan

“…While machine learning approaches show promise in stroke prediction, current research often relies on synthetic data to address dataset imbalance, potentially compromising real-world model performance in clinical settings. …”
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Management of business processes of a commercial enterprise in the conditions of digitalization by K.O. Buzhymska, I.M. Tsaruk

“…It has been proven that various means of digitization can be applied to individual business processes of a trading enterprise, increasing their efficiency and competitiveness. At the same time, only a comprehensive approach to the development of business process management systems in the context of digitalization is crucial for ensuring efficiency and flexibility in the retail trade sector. …”
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Place-Making or Place-Taking? Transformation of Danish Disadvantaged Housing Estates by Marie Stender, Lene Wiell Nordberg, Rikke Skovgaard Nielsen, Mette Mechlenborg, Claus Bech-Danielsen

“…Several Danish social housing estates are currently being transformed according to the Parallel Society Act. …”
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Advanced Persistent Threats and Wireless Local Area Network Security: An In-Depth Exploration of Attack Surfaces and Mitigation Techniques by Hosam Alamleh, Laura Estremera, Shadman Sakib Arnob, Ali Abdullah S. AlQahtani

“…The findings underscore that while current WLAN implementations offer basic protections, they remain highly susceptible to well-resourced adversaries, necessitating a shift toward more robust, context-aware security architectures.…”
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Real-Time Heterogeneous Collaborative Perception in Edge-Enabled Vehicular Environments by Samuel Thornton, Nithin Santhanam, Rajeev Chhajer, Sujit Dey

“…To address these challenges, we propose a Heterogeneous Adaptive Collaborative Perception (HAdCoP) framework which utilizes a Context-aware Latency Prediction Network (CaLPeN) to intelligently select which vehicles should transmit their sensor data, the specific individual and collaborative perception tasks, and the amount of computational offloading that should be utilized given information about the current state of the environment. …”
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Perspectives for Surrogate Safety Studies in East-European Countries by Rasa Ušpalytė-Vitkūnienė, Aliaksei Laureshyn

“…The fatality numbers are decreasing, though the improvements for the vulnerable road users are less impressive compared to other road user categories. …”
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The ideals of student youth in relation to the present, possible and anti-ideal by I. A. Nikolaeva

“…However, there is still no research of these categories as a single functioning system when studying the image of the social world of young people.Aim. The aim of the current research is to study the ideals of student youth in the context of the desired/present, possible/impossible, and permissible/unacceptable (anti-ideal).Methodology and research methods. …”
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Adipokines as Cardioprotective Factors: BAT Steps Up to the Plate by Keely McLeod, Victoria Datta, Scott Fuller

“…The molecules secreted specifically by BAT have been termed “batokines”, and currently available evidence supports the notion that batokines exert favorable metabolic effects on multiple organ systems. …”
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Technical, forensic and organisational aspects of work with Monero cryptocurrency by V. V. Nosov, O. V. Manzhai, V. O. Kovtun

“…The forensic, organisational and technical features of law enforcement agencies' work with the Monero cryptocurrency in the context of pre-trial investigation and operational search activities are analysed. …”
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Infinity war: Trichomonas vaginalis and interactions with host immune response by Giulia Bongiorni Galego, Tiana Tasca

“…Endosymbi-osis: Mycoplasma hominis increased cytotoxicity, growth, and survival rate of the parasite. …”
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Recognizing the Conceptual Model of Re-creating the Central Core of Cities based on Local Community Culture with Meta-Synthesis Method by Maryam Hematian Dehkordi, Afsoon Mahdavi, Mohammad Reza Iravani

“…Following developments in the technological, economic, and social fields, as well as the movement of population and activities, the central core of cities has faced a decrease in physical, economic, and social quality, and this process has reduced the dynamics of neighborhoods and created problematic urban contexts. …”
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Revealing the Hidden Benefits of Dust for Photovoltaic Performance in Hot Climates by Omar A. Abdulrazzaq, Sura N. Atewi, Raghad A. Tuama, Akram K. Hasan, Muatez Mohammed

“…The results reveal that temperature predominantly reduces voltage, while dust primarily diminishes current. However, during dust storms, temperatures significantly drop below their average, potentially leading to an increase in PV output. …”
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Game theory analysis of operational decision-making in green supply chain: The impact of consumer preferences by Shi Ruomeng

“…In the current global context of increasing emphasis on sustainable development, high carbon emissions and resource waste in traditional supply chains have become critical factors affecting supply chain efficiency. …”
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Combined CNN-BiLSTM-Att tourism flow prediction based on VMD-MWPE decomposition reconstruction by Maomao Luo, Danhong Chen, Xinxing Hou, Kang Luo, Tao Wang

“…To further improve the accuracy of scenic passenger flow prediction, the current study proposed a data preprocessing approach that combines variational modal decomposition (VMD) with multiscale weighted permutation entropy (MWPE). …”
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Factors associated with the lethality of human leptospirosis in Brazil by Alice Nardoni Marteli, Laurindo Antonio Guasselli, Décio Diament, Daniel Savignon Marinho, Geraldo Marcelo da Cunha, Federico Costa

“…Among the sociodemographic factors associated with death from leptospirosis, notable ones included contact with trash/rubble, work-related infection, male gender, non-white skin color, and increased risk with age. …”
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How to put forest and conservation genomics into motion for and with Indigenous communities? by Lyne Touchette, Jean-Michel Beaudoin, Nathalie Isabel, Nancy Gélinas, Ilga Porth

“…Sustainable management and conservation (SMC) projects for natural resources in collaboration with Indigenous Peoples using a genomics approach are increasing in number. Information and tools/applications derived from genomics can be useful to them, particularly in the context of climate change. …”
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EstablishINg the best STEp-up treatments for children with uncontrolled asthma despite INhaled corticosteroids (EINSTEIN): protocol for a systematic review, network meta-analysis a... by Ian Sinha, Dyfrig A Hughes, Michelle Maden, Stephen Turner, Sofia Cividini, Sarah Donegan, Giovanna Culeddu, Katie Rose, Olive Fulton, Catrin Tudur Smith

“…Treatment with a low-dose ICS, however, fails to control asthma symptoms in around 10%–15% of children and this places the individual at increased risk for an asthma attack. At present, there is no clear preferred treatment option for a child whose asthma is not controlled by low-dose ICS and international guidelines currently recommend at least three treatment options. …”
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HORMONE IMBALANCE AS A MANIFESTATION OF STRESS IN THE FORMATION OF OLIGOMENORRHEA IN TEENAGE GIRLS by В. Диннік, О. Диннік, С. Новохатська

“…At OM onset, nearly 20% of participants exhibited low E2 levels. With increased disease duration (years 2–3), the proportion of adolescents with low E2 decreased while those with elevated E2 increased. …”
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Management of production activities of socio-economic systems under wartime conditions by Viktoriia Bozhanova, Oleksandra Kononova, Anzhela Cherchata, Valerii Liubushkin, Dmytro Dykun

“…The focus of structural changes in the economy, politics, business, and society caused by long-term war events as a result of the escalation of the military conflict in Ukraine over the past three years has become a prerequisite for choosing the purpose of this scientific study: the analysis of the current state of the socio-economic system using the example of the VUD LLC (Dnipro, Ukraine), which produces construction products, and the development of measures to improve the management of its production activities and reputation under conditions of high-level uncertainty of the external environment in the context of military events. …”
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Spatial distribution shifts of Batocera horsfieldi (Coleoptera: Cerambycidae) and its natural enemies in China under climate change: Implications for biological control by Liang Zhang, Chaokun Yang, Ping Wang, Guanglin Xie, Wenkai Wang

“…With the increasing impact of climate change on global ecosystems, the ranges of species are undergoing significant changes. …”
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