From Smart Camera to SmartHub: Embracing Cloud for Video Surveillance by Mukesh Kumar Saini, Pradeep K. Atrey, Abdulmotaleb El Saddik

“…Since then, many algorithms and system architectures have been proposed, which use smart cameras to distribute functionality and save bandwidth. Still, smart cameras are rarely used in commercial systems and real installations. …”
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Dynamicasome—a molecular dynamics-guided and AI-driven pathogenicity prediction catalogue for all genetic mutations by Naeyma N. Islam, Mathew A. Coban, Jessica M. Fuller, Caleb Weber, Rohit Chitale, Benjamin Jussila, Trisha J. Brock, Cui Tao, Thomas R. Caulfield

“…Predictive AI models are generated to combat this issue, but current tools display low accuracy when tested against functionally validated datasets. We show that integrating detailed conformational data extracted from molecular dynamics simulations (MDS) into advanced AI-based models increases their predictive power. …”
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“Why would I bother?” Understanding prosumer motivations and engagement in renewable energy communities: a qualitative study of polish photovoltaic installation owners by Maksymilian Bielecki, Ewa Neska, Anna Kowalska-Pyzalska

“…Our study aimed to understand the motivations and barriers to participation in RECs through thematic analysis of qualitative data obtained from in-depth interviews with current and prospective prosumers in Poland. …”
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Study on the separation mechanism of icing adhesion and fracture on the surface of 6061 aluminum alloy by Jing Cui, Dezheng Jiang, Zhiwei Xing, Guangfeng Yang

“…Understanding the adhesion mechanisms of surface ice and the fracture and separation mechanisms of ice accretion is fundamental to de-icing operations and the design of surfaces with anti-icing functionalities. While the toughness and fracture mechanisms of ice accretion have been extensively studied, there is a lack of research focusing on the stress- and toughness-driven fracture and separation mechanisms at the ice-substrate interface. …”
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Framework for processing operando neutron radiography of energy devices by Jongmin Lee, Eric Ricardo Carreon Ruiz, Anders Kaestner, Pavel Trtik, Markus Strobl, Pierre Boillat

“…Existing image processing platforms are not adequate to mitigate these issues, causing bottlenecks in data analysis and interpretation. In this work, we present our Python-based framework: neutron radiography of electrochemical devices (NeuRED). …”
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Hypertrophic Cardiomyopathy Through the Lens of Mitochondria by Tatiana V. Kirichenko, Ivan V. Zhivodernikov, Maria A. Kozlova, Alexander M. Markin, Vasily V. Sinyov, Yuliya V. Markina

“…The current review was designed to characterize the role of mitochondria in the pathogenesis of hypertrophic cardiomyopathy based on published data; the search for publications was based on the analysis of articles including the keywords “hypertrophic cardiomyopathy, mitochondria, dysfunction” in the PubMed and Scopus databases up to January 2025.…”
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Indigenous fire practices in Wasur National Park Merauke, South Papua by Budiningsih Kushartati, Ridho Nurrochmat Dodik, Wibowo Agung, Ekayani Meti, Nurfatriani Fitri, Yori Kondolangit Enrico

“…A qualitative case study design was employed, with data gathered through in-depth interviews, observation, and document analysis. …”
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Effectiveness of hand-arm bimanual intensive therapy including lower extremities in the rehabilitation of children with cerebral palsy: a systematic review protocol by Daniela Ebner-Karestinos, Rodrigo Araneda, Asfarina Zanudin, Ya-Lan Qu, Dzalani Harun, Siaw Chui Chai

“…In order to synthesise the data, narrative synthesis will be used, along with meta-analysis, if available.Ethics and dissemination As this study only reviewed previously published articles, ethical approval was not required. …”
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CHALLENGES FOR INTEGRATION OF REMOTELY PILOTED AIRCRAFT SYSTEMS INTO THE EUROPEAN SKY by Tadeusz ZIELIŃSKI, Wiesław MARUD

“…An analysis of normative documents functioning in the European Union (EU) relating to RPAS has been carried out. …”
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A pilot randomized trial comparing face-to-face and internet-based unified transdiagnostic treatment for adolescents with anxiety and depressive disorders in Iran by Nasim Mousavi, Fereshteh Momeni, Abbas Pourshahbaz, Hamid Poursharifi, Zahra Daneshian, Gerhard Andersson, Gerhard Andersson

“…Assessments were conducted before treatment, after treatment, and at six months post-treatment. A Mixed-model Analysis of Variance was used for data analysis.ResultsBoth face-to-face and internet-based transdiagnostic treatments demonstrated similar efficacy in reducing anxiety and depression symptoms, improving functioning, decreasing negative affect, and reducing avoidance in adolescents. …”
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Positive selection at core genes may underlie niche adaptation in Fusobacterium animalis by Diego Forni, Audun Sivertsen, Rachele Cagliani, Alessandra Mozzi, Cristian Molteni, Øyvind Kommedal, Manuela Sironi

“…Results indicated that the coding sequences of these genes have been targeted by intense purifying selection, possibly as the result of their often-essential functions. However, localized signatures of positive selection were also detectable. …”
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The Relationship Between Supply Environment, Supply Chain Integration and Performance Considering Opportunistic Behaviors by Abbas َAsadi, safanaz Heidari

“…They were selected through random sampling. The data were analyzed using the Partial Least Squares (PLS) technique, employing SmartPLS software for the analysis. …”
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Automated Microfluidic Platform for High‐Throughput Biosensor Development by Shitanshu Devrani, Daniel Tietze, Alesia A. Tietze

“…Integrating a robotic sampler, electrochemical, and fluorescence setup, Bio‐Sensei operates as an Internet of Things (IoT) platform with integrated data analysis. The platform's utility is demonstrated on functionalized with an amino terminal Cu(II)‐ and Ni(II)‐binding (ATCUN) peptide ion track‐etched membrane. …”
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CURRENT STATE AND PROBLEMS OF DEVELOPMENT OF THE WATER MANAGEMENT IN THE SOUTH OF RUSSIA by T. A. Shebzukhova, A. A. Vartumyan, I. S. Shtapova, N. V. Medyanik, N. P. Zhukovskaya

“…The aim is to give a current and retrospective assessment of the state of water resources in the South of Russia and identify key problems in their use.Methods. Based on the analysis of dynamic and territorial series of data presented in government reports and the Central Statistical Database of the Federal State Statistics Service, we conducted diagnostic studies of the current and dynamic state of water resources use in the sub-federal units of the Russian Federation.Findings. …”
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Fatigue Performance Assessment of Composite Arch Bridge Suspenders Based on Actual Vehicle Loads by Bin Chen, Xiaozhang Li, Xu Xie, Zheng Zhong, Pengzhen Lu

“…The representative vehicle types and the probability density functions of several parameters are determined, including the gross vehicle weight, axle weight, time headway, and speed. …”
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Pomalidomide in relapsed and refractory multiple myeloma: multicenter retrospective study by V. G. Potapenko, E. V. Baumert, A. A. Bobrova, R. V. Vashchenkov, N. V. Dorofeeva, K. D. Kaplanov, E. V. Karyagina, A. N. Levanov, A. S. Luchinin, S. I. Moiseev, A. V. Novitskii, A. S. Nizamutdinova, О. V. Pirogova, S. A. Povzun, М. V. Platonov, V. V. Porunova, D. А. Ptashnikov, V. V. Ryabchikova, S. Ya. Simeniv, I. А. Skorokhod, Е. А. Ukrainchenko, D. А. Chaginskaya, T. V. Shelekhova, M. N. Shirokova, A. A. Shutylev, N. V. Medvedeva

“…Kidney impairment at the onset was in 10 (15 %) patients, the normal function was in 57 (85 %) patients and 4 patients had no data. …”
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Epicardial Adipose Tissue and Heterogeneity Parameters Combined with Inflammatory Cells to Predict the Value of Heart Failure with Preserved Ejection Fraction Patients Post Myocard... by Yu-jiao Song, Xiao-ying Zhao, Lu-jing Wang, Ting Ning, Ming-tian Chen, Pei Liu, Si-wen Chen, Xin-xiang Zhao

“…The cohort was stratified into two groups: those without HFpEF and those who developed HFpEF.Cardiac structure, function, EAT volume, and infarct volume parameters were obtained using the CMR post-processing software CVI-42, while EAT heterogeneity parameters entropy were derived using Python software. …”
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Application of Modern Technical Means of Chemical Reconnaissance and Control for the Detection and Identification of Explosives by V. A. Inozemcev, I. N. Efimov, A. A. Pozvonkov, А. S. Samorodov, V. N. Ponomarev, S. S. Kolbinev

“…The ways of expanding the functionality of these technical means by creating specialized databases of spectral data of explosives and accompanying technological impurities are proposed. …”
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The concept of creating an automated information and computing complex for substantiating projects of programs and plans for the development of arms and means of radiation, chemica... by D. N. Cheshev, A. S. Durnov, S. V. Skoblikov, D. A. Egorushkin

“…The trend towards a continuous increase in the volume of processed information, strengthening of requirements to the efficiency of the formation of projects, programmes and plans of military construction, as well as the accuracy of the models and methodologies used to predict outcomes of activities in the field of defence and security of the country, determine the relevance of a comprehensive automation of the processes of substantiation of prospects of development of arms and means of radiation, chemical and biological protection, which can be provided by the introduction of modem information technologies, advanced methods of data analysis and improved scientific and methodological support into the practice of software management of weapons development. …”
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Work-related social media exposure and teacher burnout in pre-pandemic China: the mediating role of work-to-family conflict by Aonan Wu, Qianqian Mao, Dong AN

“…Drawing on the Conversation of Resources (COR) theory, this study highlights the detrimental effects of excessive work-related SME on teachers’ mental health and professional functioning, evening before the onset of the COVID-19 pandemic. …”
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