MFFCI–YOLOv8: A Lightweight Remote Sensing Object Detection Network Based on Multiscale Features Fusion and Context Information by Sheng Xu, Lin Song, Junru Yin, Qiqiang Chen, Tianming Zhan, Wei Huang

“…Most current researches primarily focus on improving experimental accuracy using large models, often neglecting the deployment challenges. …”
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Mapping context of sedentary behaviour in older adults who are prefrail and frail: an analysis of secondary outcomes from a longitudinal study (MAPS-B) by Rong Zheng, Jonathan D Adachi, Alexandra Papaioannou, George Ioannidis, Alexander Rabinovich, Isabel B Rodrigues, Mayank Kalra, Dylan Kobsar, Steven R Bray, Qiyin Fang

“…Although there were no differences in sedentary time between seasons, we found a significant decrease in step count in winter (1190 fewer steps, 95% CI −2228 to −153 steps). …”
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Child abuse prevalence estimates in Canada; comparisons of nationally representative data from 2012 to 2022: a population-based studyResearch in context by Tracie O. Afifi, Julie-Anne McCarthy, Ana Osorio, Lauren MacGowan, Tamara L. Taillieu, Ashley Stewart-Tufescu, Jitender Sareen, Harriet L. MacMillan, Lil Tonmyr, Ian Colman, Mark A. Ferro, Kelly K. Anderson, Jordan Edwards

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Antiretroviral drug class and anaemia risk in the current treatment era among people living with HIV in the USA: a clinical cohort study by Richard D Moore, Kenneth Mayer, Greer Burkholder, Susan R Heckbert, Barbara N Harding, Bridget M Whitney, Robin M Nance, Heidi M Crane, W Christopher Mathews, Joseph J Eron, Peter W Hunt, Paul Volberding, Michael S Saag, Mari M Kitahata, Joseph A C Delaney

“…Objective Anaemia is common among people living with HIV (PLWH) and has been associated with certain, often older, antiretroviral medications. Information on current antiretroviral therapy (ART) and anaemia is limited. …”
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A Computational Approach to Increasing the Antenna System’s Sensitivity in a Doppler Radar Designed to Detect Human Vital Signs in the UHF-SHF Frequency Ranges by David Vatamanu, Simona Miclaus

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Trusted health system implementation strategies to increase vaccination (TRUE SYNERGI): a stepped-wedge cluster randomized trial to reduce HPV-related cancers by Daisy Y. Morales-Campos, Prajakta Adsul, Yuanyuan Liang, Erin Donovan, Leticia R. Moczygemba, Jessica A. Kahn

“…In addition, we will employ theory-guided, qualitative methods, to assess the complexity associated with context and the recipients involved in the implementation of strategies in practices, along with sustainability. …”
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Study protocol for an observational research study with an embedded N-of-1 design: Increasing the availability of goal-oriented cognitive rehabilitation for people living with deme... by Caoimhe Hannigan, Antoine Lemercier, Garret McDermott, Helena Lydon, Sean P Kennelly, Michelle Kelly

“…Sub-study 1 will evaluate the impact of GREAT-CR in this context and sub-study 2 will evaluate the implementation model. …”
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Impact of strategic public health interventions to reduce tuberculosis incidence in Brazil: a Bayesian structural time-series scenario analysisResearch in context by Klauss Villalva-Serra, Beatriz Barreto-Duarte, Moreno M. Rodrigues, Artur T.L. Queiroz, Leonardo Martinez, Julio Croda, Valeria C. Rolla, Afrânio L. Kritski, Marcelo Cordeiro-Santos, Timothy R. Sterling, Mariana Araújo-Pereira, Bruno B. Andrade

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Addressing challenges in vector control: a review of current strategies and the imperative for novel tools in India’s combat against vector-borne diseases by Kuldeep Singh, Amit Sharma, Manju Rahi, Sanjeev Kumar Gupta, Gaurav Kumar, Rajendra Baharia, Sam Joy

“…One of the major pillars for the containment of VBDs is vector control and different tools have been employed for several decades. …”
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An Analysis of Supply Chain Macro-Strategies in the Context of Industry 4.0 with a System Dynamics Approach (The Case of: Iran's Steel Supply Chain) by Sima Motallebi, Mostafa Zandieh, Akbar Alem Tabriz

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Pharmacoeconomic rationale for switching patients with rheumatic diseases from original biologic disease-modifying antirheumatic drugs to biosimilars in context of the Russian heal... by A. Yu Kulikov, V. G. Serpik, A. M. Lila

“…At the same time, in the context of budgetary constraints, switching to biosimilars remains perhaps the only available strategy for increasing the coverage of patients with innovative drugs. …”
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Is screening for microalbuminuria in patients with type 2 diabetes feasible in the Cape Town public sector primary care context? A cost and consequence study by H.O. Ibrahim, D. Stapar, B. Mash

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The recent trend of twin epidemic in the United States: a 10-year longitudinal cohort study of co-prescriptions of opioids and stimulantsResearch in context by Seungyeon Lee, Wenyu Song, David W. Bates, Richard D. Urman, Ping Zhang

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Ethnic disparities in the association between maternal socioeconomic status and childhood anemia in Peru: a nationwide multiyear cross-sectional studyResearch in context by Ali Al-kassab-Córdova, Claudio Intimayta-Escalante, Pamela Robles-Valcarcel, Diego Urrunaga-Pastor, Baltica Cabieses

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Optimisation and clinical validation of a metagenomic third-generation sequencing approach for aetiological diagnosis in bronchoalveolar lavage fluid of patients with pneumoniaRese... by Shanshan Zhang, Xi Li, Xia Li, Ying Fu, Long Chen, Wei Wang, Qinqing Lin, Hui Lou, Yake Yao, Wenyu Chen, Cheng Zhong, Jian Ye, Yinan Yao, Huimin Guo, Yunsong Yu, Hua Zhou

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Real-world uptake of nirsevimab, RSV maternal vaccine, and RSV vaccines for older adults: a systematic review and meta-analysisResearch in context by Daira Trusinska, Bohee Lee, Sohail Ferdous, Harley H.Y. Kwok, Becky Gordon, Junyi Gao, Liantao Ma, Hanbiao Xiong, Sir Aziz Sheikh, Jürgen Schwarze, John Busby, Cheryl Gibbons, Simon B. Drysdale, Sir Lewis Ritchie, Thomas Williams, Ting Shi

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ИНСТИТУЦИОНАЛЬНЫЕ АСПЕКТЫ ПОВЫШЕНИЯ КЛИЕНТООРИЕНТИРОВАННОСТИ В ГОСУДАРСТВЕННОМ УПРАВЛЕНИИ by E. M. Mukhametkalieva

“…In turn, the improvement of any legislative act will be preceded by the initiation of the bill, which occurred in a timely and in the right context.In this regard, the author as one of the ways to increase customer focus in public administration proposes to grant the right of legislative initiative to the Supreme Court. …”
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Rational design of a deuterium-containing M2-S31N channel blocker UAWJ280 with in vivo antiviral efficacy against both oseltamivir sensitive and -resistant influenza A viruses by C. Joaquín Cáceres, Yanmei Hu, Stivalis Cárdenas-García, Xiangmeng Wu, Haozhou Tan, Silvia Carnaccini, L. Claire Gay, Ginger Geiger, Chunlong Ma, Qing-Yu Zhang, Daniela Rajao, Daniel R. Perez, Jun Wang

“…The neuraminidase inhibitor-resistant strains also contain the M2-S31N mutant, suggesting M2-S31N is a high-profile antiviral drug target. …”
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INTEGRATED CONTROLLING APPROACHES AND THEIR IMPACT ON WORKING CAPITAL EFFICIENCY AND CORPORATE PROFITABILITY by Peter BAGDACS

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Research on fault diagnosis of emu inverter based on motor vibration by SHI Yixuan, MAO Qingzhou, DAI Huanyun, WANG Qunsheng, SHI Xiangyu

“…The results indicate that inverter faults will significantly affect the harmonic content of the output current on the AC side, especially with a significant increase in the 5th, 7th, 11th, and 13th harmonic content; After these harmonics are input to the traction motor, they are converted into 6P(1-s) and 12P(1-s) frequency doubling pulsating torque that acts on the motor, causing its output vibration to contain corresponding harmonic components of the frequency. …”
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