Efficient Edge AI for Next Generation Smart Mirror Applications by Nils Kucza, Florian Porrmann, Christian Stollenwerk, Jens Hagemeyer

“…Optimizations using pruning are evaluated and show improvements in energy per processed frame, required calculations per frame (50% reduction), and accuracy (increased for some classes by 15%). Currently the best solution regarding efficiency and optimized DNN models achieves 30FPS for object, gesture, and face detection models simultaneously while consuming around 38Watts, resulting in 1.3mJ per frame.…”
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Effect of Self-Care Strategies on Health Outcomes of Patients with Hepatocellular Carcinoma by Hala Sheta, Nehal Abo El-Fadl

“… Context: Hepatocellular carcinoma is the prevailing form of primary liver cancer among adults and currently ranks as the primary cause of mortality in cirrhosis individuals. …”
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Evaluation of pre-exposure vaccine effectiveness against mpox during the 2022–2023 mpox outbreak in the Madrid region (Spain): a test-negative design by José Francisco Barbas del Buey, Jesús Íñigo Martínez, Marcos Alonso García, Andrés Aragón Peña, Laura Montero Morales, Araceli Arce Arnáez

“…Introduction An appropriate vaccination approach is critical to control the current outbreak of mpox but there is little research providing information on its effectiveness, particularly under circumstances of limited vaccine availability.Methods Pre-exposure vaccination campaign in the Madrid region, with the modified vaccinia Ankara-Bavarian Nordic was indicated in the risk groups from 18 July 2022.To evaluate the vaccine effectiveness (VE) of a dose of third-generation smallpox vaccine against mpox in the context of pre-exposure prophylaxis, a population-based indirect cohort study (Broome method) also known as test-negative design (TND) was conducted in the Madrid region (6 751 251 inhabitants). …”
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Neurobiological and therapeutic landmarks of depression associated with Alzheimer’s disease dementia by Ilinca Untu, Michael Davidson, Gabriela-Dumitrita Stanciu, Jonathan Rabinowitz, Jonathan Rabinowitz, Romeo-Petru Dobrin, Diana-Sabina Vieru, Bogdan-Ionel Tamba, Bogdan-Ionel Tamba

“…These mechanisms likely contribute to the acceleration of neurodegeneration in AD and the onset or worsening of depressive symptoms. Current therapeutic approaches remain largely nonspecific, with a lack of targeted therapies that address the unique pathophysiological context of depression in AD. …”
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Emergency response mobile 3D printing system: A case study in rapid manufacturing of polyurethane foam bridges by Jingwen Liang, Zhuo Zeng, Penglin Wang, Zhongxu Wang, Shifeng Wen, Yan Zhou, Cheng Zhou

“…In the context of increasing global natural disasters, the 72-hour golden rescue window imposes three critical requirements on rapid construction technologies: timeliness, multi-hazard adaptability, and systemic support. …”
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Pedagogical science in Russia: Much history, no strategies by I. P. Smirnov

“…It is well known that when scientific successes are modest, history, an endless exploration of the past instead of a strategic analysis of the future, is used.The aim of the present article was a critical discussion of the subject, goals and content of modern pedagogical research, reasons for scientists’ focus on historical context of education, their isolation from the current situation and the strategy for its further development.Methodology and research methods. …”
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Brain Fog and Cognitive Dysfunction in Posttraumatic Stress Disorder: An Evidence-Based Review by Sanger BD, Alarachi A, McNeely HE, McKinnon MC, McCabe RE

“…We define “brain fog” as the subjective experience of cognitive difficulties, in keeping with the most common colloquial and research use of the term. While a recent increase in use of this term has largely been in the context of the post-coronavirus-19 condition known as long COVID, “brain fog” has also been discussed in relation to several other conditions including mental health conditions such as post-traumatic stress disorder (PTSD). …”
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The global energy challenge: second-generation feedstocks on marginal lands for a sustainable biofuel production by Claudio Russo, Valerio Cirillo, Nausicaa Pollaro, Fabio Terribile, Andrea Chiodini, Albino Maggio

“…It was concluded that the amount of land for growing plants can possibly sustain both food and biofuel production if marginal land are included. In this context, it becomes a priority to select biofuel crops with high productivity on marginal lands and pronounced resilience and adaptability traits. …”
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The importance of genotyping within the climate-smart plant breeding value chain – integrative tools for genetic enhancement programs by Ana Luísa Garcia-Oliveira, Rodomiro Ortiz, Fatma Sarsu, Søren K. Rasmussen, Paterne Agre, Asrat Asfaw, Moctar Kante, Subhash Chander

“…In this context, transforming food systems go far beyond just farmers and plant breeders and it requires substantial contributions from industry, global finances, transportation, energy, education, and country developmental sectors including legislators. …”
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Media Technologies of Attracting the Audience’s Attention on the Internet: Preserving Traditional Media’s Value Priorities by Media Technologies of Attracting the Audience’s Attention on the Internet: Preserving Traditional Media’s Value Priorities

“…The novelty of this research is the field of research – till now, the content of websites of newspapers of million-plus cities in the context of using modern tools increasing their attracting for users has not been studied. …”
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Doing Knowledge Learning Model to Strengthen Media Production Skills: Feasibility Analysis and Implementation by Andi Kristanto, Utari Dewi

“…This study recommends wider application of the model to other learning contexts based on practical and collaborative skills. …”
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The Carbon Removal Budget: theory and practice by Ben Caldecott, Injy Johnstone

“…Due to a range of constraints, CDR is a fundamentally finite resource, which we currently do not have enough of to achieve and go beyond global net zero. …”
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Presenting the agility model of the organization in order to improve the productivity of human resources by Asie Mohmedi, Rashid Zolfaghari, Mahsa Gholam hossein zadeh

“…In terms of purpose, the current research is applicable in the quantitative part, fundamental-exploratory in the qualitative part, and mixed (qualitative-quantitative) in terms of implementation. …”
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Protocol for a prospective, observational, hospital-based multicentre study of nosocomial SARS-CoV-2 transmission: NOSO-COR Project by Hubert P Endtz, Mitra Saadatian-Elahi, Valentina Picot, Laetitia Hénaff, Florence K Pradel, Vanessa Escuret, Cédric Dananché, Christelle Elias

“…In France, mortality rate in the general population was approximately 10% and could reach higher levels at the hospital. In the current context of high incidence rates of SARS-CoV-2 in the community, a significant increase in the rate of nosocomial transmission is expected. …”
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Fecal microbiota transplantation is a promising therapy for kidney diseases by Jiawei Zhang, Jiawei Zhang, Xiangge Ren, Xiangge Ren, Bing Li, Bing Li, Zhifen Zhao, Zhifen Zhao, Shoudao Li, Shoudao Li, Wensheng Zhai, Wensheng Zhai

“…This review systematically summarizes the current research on FMT in the context of kidney disease, evaluates its therapeutic mechanisms and feasibility, and highlights its limitations. …”
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Evaluation of the implementation of governmental policies and actions to create healthy food environments in Burkina Faso by Viviane Aurélie Tapsoba, Ella WR Compaore, Augustin Nawidimbasba Zeba, Jerome Winbetourefa Some, Julien Soliba Manga, Adama Diouf, Jean-Claude Moubarac, Stefanie Vandevijvere, Mamoudou H Dicko

“…The objective of this study is to compare the level of implementation of current public policies aimed at creating healthy food environments in Burkina Faso with international good practice indicators. …”
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A Concept for Improving Battery Energy Storage System Performance in a Redundant DC Microgrid Without SoC-Based Droop by Thales Augusto Fagundes, Lucas Jonys Ribeiro Silva, Marcio Von Rondow Campos, Marina Silva Camillo de Carvalho, Bruno Meneghel Zilli, Guilherme Henrique Favaro Fuzato, Ricardo Quadros Machado

“…Considering the CBB, the reliability of the BESS units is improved through battery-to-battery (B2B) equalization, enabled by the fuzzy-based method able to provide current references, thereby increasing power sharing accuracy. …”
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A Smart Motor Rehabilitation System Based on the Internet of Things and Humanoid Robotics by Yasamin Moghbelan, Alfonso Esposito, Ivan Zyrianoff, Giulia Spaletta, Stefano Borgo, Claudio Masolo, Fabiana Ballarin, Valeria Seidita, Roberto Toni, Fulvio Barbaro, Giusy Di Conza, Francesca Pia Quartulli, Marco Di Felice

“…In this paper, we explore the integration of IoT with human-robotics in the context of motor rehabilitation for groups of patients performing moderate physical routines, focused on balance, stretching, and posture. …”
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Assessing carbon storage dynamics in an ecological civilization demonstration zone amid rapid urbanization: A multi-scenario study of Guizhou Province, China by Rui Chen, Xuehai Fei, Jingyu Zhu, Weiduo Chen, Haiqiang Du, Yingqian Huang, Yi Shen, Yong Zhang, Aping Niu, Peng Xu

“…This study provides a methodological basis for carbon storage research, supporting regional land management practices in the context of carbon neutrality.…”
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Psychological Service in the Education System as a Phenomenon by Irina V. Dubrovina

“…The article highlights a relevant problem of upbringing students within modern school education as considered in the context of the role of interaction between psychology and pedagogy. …”
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