Cross-evaluation of wearable data for use in Parkinson’s disease research: a free-living observational study on Empatica E4, Fitbit Sense, and Oura by Haakon Reithe, Brice Marty, Juan C. Torrado, Elise Førsund, Bettina S. Husebo, Ane Erdal, Simon U. Kverneng, Erika Sheard, Charalampos Tzoulis, Monica Patrascu

“…We also found variation in terms of access to raw data, sampling rate and level of device-native processing, ease of use, retrieval of data, and design. …”
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Material Flow Analysis: An Analytical Tool for Strategic Planning Towards a Zero-Waste Solution for End-of-Life Ballast Flows on a Track and Ballast Renewal Site (French Convention... by Olivier Giboulot, Emmanuel Lemelin, Christophe Binetruy, Nor-Edine Abriak

“…A flow diagram generated by STAN software presents a detailed diagnosis of ballast inputs, outputs, and stocks, including data uncertainty. The distribution of the material flows through the model is characterized by transfer coefficients in various transformation processes. …”
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Neurologic Physiology after Removal of Therapy (NeuPaRT) study: study protocol of a multicentre, prospective, observational, pilot feasibility study of neurophysiology after withdr... by Charles Weijer, Loretta Norton, Teneille Gofton, Marat Slessarev, Michaël Chasse, John Gordon Boyd, Frédérick D'Aragon, Shane English, Maureen Meade, Sam Shemie, Sonny Dhanani, Andreas H Kramer, Jennifer Chandler, Eileen Campbell, Jeffrey Singh, Yun-Hee Choi, Maxwell J Smith, Erika Chamberlain, Nathan B Scales, Nicholas Murphy, Derek Debicki, Tadeu A Fantaneanu, Julie Kromm, Tracey C Bentall

“…While this assumption is rooted a strong physiological rationale, paucity of direct human data regarding temporal relationship between cessation of brain activity and circulatory arrest during the dying process threatens public and healthcare provider trust in deceased organ donation.Methods and analysis In this cohort study, we will prospectively record cerebral and brainstem electrical activity, cerebral blood flow velocity and arterial blood pressure using electroencephalography (EEG), brainstem evoked potentials, transcranial doppler and bedside haemodynamic monitors in adult patients undergoing planned withdrawal of life sustaining measures in the intensive care units at five hospital sites for 18 months. …”
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Design of Network Security Anomaly Detection Model Based on SLNA Cell Structure by Guiling Fan, Shaojun Chen

“…The experimental results revealed that the stable layer normalized attention unit structure could effectively prevent the occurrence of floating point overflow phenomenon in the process of data processing, and only about 620 rounds to achieve convergence, distillation structure of the student neural network fitting degree reaches more than 98%. …”
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Bottom-up urban datafication via digital platforms: a toolkit for hybrid ethnographers by Nerea Viana Alzola

“…The literature on the digitalisation of urban life and its datafication has largely centred on top-down approaches to data production, especially within the realms of smart cities and platform urbanism. …”
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Return to work after coronary artery bypass graft surgery and investigation of its effects on patient by Ahmet Demirkol, Ayşegül Günes

“…Conclusion A comprehensive evaluation of the physical, mental, social, and economic conditions of individuals during the return to work life process may be beneficial in terms of revealing existing problems, facilitating factors, and completing the process healthily.…”
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Privacy under threat – The intersection of IoT and mass surveillance by Siniša Domazet, Darko Marković, Tatjana Skakavac

“…The use of IoT technology, especially given the rapid development of artificial intelligence, will in the future raise numerous dilemmas regarding the entities responsible for collecting personal data, the consents required for data usage and processing, where the collected personal data will be used, and for what purposes. …”
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Impacts of adolescent participation in a mental health education, leadership, and advocacy program (the Live4Life Crew) on outcomes after leaving secondary school in Victoria, Aust... by Lakshmi Neelakantan, Nina Logan, Monika Raniti, Nicola Reavley

“…Template analysis was used to analyse the data, using the Bronfenbrenner's Process-Person-Context-Time (PPCT) as an organising framework. …”
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A social image of modern student youth: value aspects (by the materials of sociological research results) by N.V. Rozenberg, Yu.L. Afanasyeva, I.A. Rudakova

“…The research presents data from questionnaire surveys of student youth, which made it possible to identify their value orientations, life priorities, attitudes toward education, career, family, and social processes. …”

DISASSEMBLY OF CONNECTING THREADS USING VIBROWAVE TECHNIQUE UNDER REPAIR AND UTILIZATION OF ENGINEERING PRODUCTS by Anatoly Prokofyevich Babichev, Dieudonné Essola, Sergey Nikolayevich Khudoley

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Genomic, transcriptomic and epigenomic signatures of ageing and cold adaptation in the Antarctic clam Laternula elliptica by Victoria A. Sleight, Melody S. Clark, Meghan K. Yap-Chiongco, Frances Turner, Kevin M. Kocot

“…Genomic data are lacking for most Antarctic marine invertebrates, predicating our ability to understand physiological adaptation and specific life-history traits, such as longevity. …”
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Strategic Analysis of Trends in the Labor Market for Older Workers by Y. V. Dudovtseva

“…The goal was achieved by analyzing international documents, scientific monographs, official data of state statistics of various countries, ministries of labor, health, internal affairs, and reports of international public organizations. …”
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Automatic extraction of SmPC document for IDMP data model construction using foundation LLM and RAG: a preliminary experiment for pharmaceutical regulatory affairs by Hocine Kadi, Alaa Abdellatif, Daniel Isaac Kemajou Njamen, Florian Pereme

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Adsorptive desulfurization of liquid fuels over green cost-effective Cu-Ni bimetallic nanoparticles-modified alum sludge by Aminu Musa, Ibrahim Ahmad Dara, Ahmed Salisu, Abubakar Muhammad, Tawfik A. Saleh

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The relationship of body image with sexual dysfunction and dyadic adjustment in individuals diagnosed with bipolar disorder in Türkiye by Emine Reyhan Yazar, Filiz İzci

“…The Structured Clinical Interview for the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5)Disorders-Clinician Version (SCID-5-CV), sociodemographic and clinical data form, Young Mania Rating Scale (YMRS), Hamilton Depression Rating Scale (HAM-D), Golombok-Rust Inventory of Sexual Satisfaction (GRISS), Dyadic Adjustment Scale (DAS), Body Image Scale (BIS) and the Brief Quality of Life in Bipolar Disorder (Brief QoL.BD) Questionnaire were used to collect the research data.ResultsThe study sample consisted of 80 individuals, 50 females and 30 males, who were diagnosed with BD and were in remission. …”
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Greenhouse Gas Emission Estimation Using Extended Input–Output Tables for Thailand’s Biomass Pellet Industry by Prangvalai Buasan, Boonrod Sajjakulnukit, Thongchart Bowonthumrongchai, Shabbir H. Gheewala

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Educational Functions of Biblical Narratives: Insights from an Empirical Research by Andrea Porcarelli

“…There are people who link reading the Bible to their personal faith life and consider these texts a source of inspiration for their life choices. …”
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The nature of changes in carbohydrate content of tobacco upon storage of cigarettes in different climatic conditions by I. M. Ostapchenko, T. A. Zaitseva, T. I. Pokrovskaya

“…The aim of the research is to determine the effect of terms and storage conditions on tobacco smoke toxicity indicators and consumer properties, which will make it possible to develop scientifically based recommendations for determining the optimal shelf life of cigarettes on the basis of the data obtained. …”
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The Importance of Urban Greenery in the Construction of a Smart Landscape to Reduce Negative Environmental and Climate Impacts by Amanda Fruehauf, Paulo Pellegrino, Magda Lombardo

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Analysis of Serpentine Collector Performance Based on Flow Rate Variation for Improving Efficiency and Environmental Impact of Solar Water Heater by Nugroho Agung Pambudi, Yustisia Ahnaf, Iksan Riva Nanda, Muhammad Aziz, Desita Kamila Ulfa, Hening Asti Rahayu

“…This study investigates efficiency, optimal flow rate, and environmental impact of solar water heater with serpentine configuration. Data were collected during summer in Solo, Indonesia. …”
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