Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes by Chenmeng Zhao, Like Zhao, Ka Zhang, Yinghua Ren, Hui Chen, Yehua Sheng

“…Owing to the demand for smoke and flame detection in natural scenes, this paper proposes a lightweight deep learning model, SF-YOLO (Smoke and Fire-YOLO), for video smoke and flame detection in such environments. …”
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Pulmonary function testing in pediatric allogeneic stem cell transplant recipients to monitor for Bronchiolitis obliterans syndrome: a systematic review by William A. Gower, Maximiliano Tamae-Kakazu, Shivanthan Shanthikumar, Saumini Srinivasan, Erin E. Reardon, Amisha V. Barochia, Edward Charbek, Charlotte Calvo, Pi Chun Cheng, Shailendra Das, Stella M. Davies, Jessica Gross, Ajay Sheshadri, Christoper T. Towe, Samuel B. Goldfarb, Narayan P. Iyer

“…Pulmonary function testing (PFT) pre- and post-aHSCT may allow for pre-symptomatic detection of BOS, and thus early intervention. …”
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Quality of life and objective functional impairment in lumbar spinal stenosis: a protocol for a systematic review and meta-analysis of moderators by Andrea Pozza, Fabio Ferretti, Anna Coluccia, Roberto Gusinu, Giacomo Gualtieri, Vitaliano Francesco Muzii

“…Moderators will be investigated through meta-regression.Conclusions A summary of the evidence on quality of life and functional impairment in LSS may suggest clinical and occupational health medicine strategies aimed to timely detect and prevent these outcomes. …”
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The effects of nicotine withdrawal on exercise-related physical ability and sports performance in nicotine addicts: a systematic review and meta-analysis by Kangzhe Bao, Kai Zheng, Xianxian Zhou, Baichao Chen, Zerui He, Danyang Zhu

“…Background Previous research has established that nicotine withdrawal can ameliorate cardiovascular and pulmonary function in smokers. Nevertheless, the impact on physical fitness and athletic performance remains under-investigated.Objective To evaluating the impacts of nicotine withdrawal on both exercise performance and exercise-associated physical capabilities in nicotine-dependent individuals.Study design A comprehensive systematic review and meta-analysis.Data sources The data was compiled from databases such as PubMed, Scopus, Web of Science, Cochrane Central, and EBSCO.Study selection The selection criteria required studies to elucidate the effects of nicotine withdrawal on exercise performance or exercise-related physical abilities. …”
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Functional Component Production Capabilities in Milk Fermentation of Some Featured Lactic Acid Bacteria Species for Use in Different Food Processes by Tuğba Kök Taş, Fatma Ecemnur Duran, Nilgün Özdemir, Ebru Çubuk Demiralay

“…Therefore, the findings of this study will provide the right strain selection for a fermented dairy product or a different non-dairy-based fermented product according to the desired functional properties. …”
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The interaction networks of small rubber particle proteins in the latex of Taraxacum koksaghyz reveal diverse functions in stress responses and secondary metabolism by Silva Melissa Wolters, Natalie Laibach, Jenny Riekötter, Kai-Uwe Roelfs, Boje Müller, Jürgen Eirich, Richard M. Twyman, Iris Finkemeier, Dirk Prüfer, Dirk Prüfer, Christian Schulze Gronover

“…The Russian dandelion (Taraxacum koksaghyz) is a promising source of natural rubber (NR). The synthesis of NR takes place on the surface of organelles known as rubber particles, which are found in latex – the cytoplasm of specialized cells known as laticifers. …”
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Lipase production from Bacillus safensis VC-6 isolated from the volcanic region of Copahue: optimization and functional genomic insights by Valeria Foronda, Valeria Foronda, Valeria Castellanos, Claudia Hoepfner, Claudia Hoepfner, Daniel Guzmán, Héctor Guzmán, Jerry L. Solis

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Advances in the Endogenous and Exogenous Effects of Milk-derived Exosomes and Regulation of Intestinal Health by Yang PANG, Yi LI, Yue LUAN, Teng WANG, Qin WANG, Xiaoyun HE

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The Colonization of Synthetic Microbial Communities Carried by Bio-Organic Fertilizers in Continuous Cropping Soil for Potato Plants by Wenming Zhang, Shiqing Li, Pingliang Zhang, Xuyan Han, Yanhong Xing, Chenxu Yu

“…LEfSe analysis showed that the application of BOFs activated some rare species, which were correlated with improvements in the function categories of the tolerance of stress, nitrogen fixation, and saprotroph functions. …”
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Impact of low-load blood flow restriction training on knee osteoarthritis pain and muscle strength: a systematic review and meta-analysis of randomized controlled trials by Qiuxiang Lin, Qiuxiang Lin, Debiao Yu, Debiao Yu, Debiao Yu, Yuping Zhang, Xiaoting Chen, Jiawei Qin, Fuchun Wu, Fuchun Wu, Fuchun Wu

“…This systematic review and meta-analysis aim to comprehensively assess the effects of LL-BFRT compared to conventional resistance training on pain, muscle strength, and functional capacity in individuals with KOA.Data sourcesPubMed, Embase, Web of Science, EBSCO, Scopus, and Cochrane trails were searched.Study selectionWe included randomized controlled trials involving patients with KOA, in which the intervention group underwent LL-BFRT.Data extractionLiterature quality and risk of bias were assessed using the Physiotherapy Evidence Database (PEDro) scale and the Cochrane Risk-of-Bias Tool (ROB 2). …”
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SECURITY ASSESSMENT OF MOODLE-BASED DISTANCE LEARNING SYSTEM COMPONENTS USING STATIC ANALYSIS TOOLS by Vladislav K. Kuchmin, Grigory O. Krylov

“…Moodle is one of the most popular open source solutions used in university environments, and its modular architecture requires regular security audits due to continuous functional expansion. …”
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Real-time changes in brain activity during sacral neuromodulation for overactive bladder: evidence from functional near-infrared spectroscopy by Runtian Luo, Runtian Luo, Limin Liao, Limin Liao

“…ObjectiveThe mechanisms underlying overactive bladder (OAB) and the role of sacral neuromodulation (SNM) in its treatment are not fully understood. In this study, functional near-infrared spectroscopy (fNIRS) was used to identify changes in brain activity during SNM in patients with OAB who responded to therapy.MethodsWe employed a prospective trial method and idiopathic OAB patients selected for SNM treatment at our center were assigned to the experimental group and healthy adults matched by gender and age constituted the healthy control (HC) group. …”
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Upcycling <i>Luffa cylindrica</i> (Luffa Sponge) Seed Press Cake as a Functional Ingredient for Meat Substitute Formulations by Génica Lawrence, Thaïna Josy, Ewa Pejcz, Agata Wojciechowicz-Budzisz, Remigiusz Olędzki, Katarzyna Górska, Adam Zając, Guylène Aurore, Joanna Harasym

“…The blends demonstrated complementary functional characteristics, with the LP30/TF70 formulation selected for meat substitute development based on optimal textural properties. …”
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The Prospects for Wind Energy Development in the Republic of Belarus by Y. S. Petrusha, N. A. Papkova

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Review of zeolitic-based sorbents for CO2 capture: Insights into functional modifications, economic feasibility and machine learning-enhanced strategies by Saheed A. Ganiyu

“…Advances in zeolitic sorbents, such as pristine zeolites, metal-modified zeolites, amine-functionalized zeolites, and silica-modified zeolites, are reviewed in detail, highlighting their enhanced adsorption performance and selectivity. …”
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Watercress (<i>Nasturtium officinale</i>) as a Functional Food for Non-Communicable Diseases Prevention and Management: A Narrative Review by Chikondi Maluwa, Blecious Zinan’dala, Hataichanok Chuljerm, Wason Parklak, Kanokwan Kulprachakarn

“…It also appears to enhance insulin function and reduce blood glucose levels. In cancer models, watercress extracts exhibit antiproliferative, pro-apoptotic, and chemoprotective properties, with selective toxicity towards cancer cells and protective effects on normal cells. …”
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A COMPREHENSIVE EVALUATION OF DIGITAL TRANSFORMATION ACROSS MULTIPLE BUSINESS FUNCTIONS IN SOUTH AFRICAN SMMES: INSIGHTS POST-COVID-19 by Nomfundo Gladys Khoza, Walter Mthuthuzeli Mkosana

“…Articles published between 2019 and 2024 were sourced from Scopus and Web of Science, and the PRISMA framework was used for selecting and analysing relevant studies. …”
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Predicting upper limb motor dysfunction after ischemic stroke: a functional near-infrared spectroscopy-based nomogram model by Menghui Liu, Chunxiao Wan, Chunyan Wang, Xinyi Li

“…DCA results indicated that the model showed good clinical net benefit in both the validation and development cohorts.ConclusionThis pilot study successfully constructed a predictive model based on fNIRS data to forecast the risk factors for upper limb motor functional recovery 3 months after ischemic stroke, providing a valuable tool for clinical decision-making and treatment planning.…”
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A Comprehensive Review on Inkjet‐Printed Intelligent Food Packaging Materials: Principle, Ink Formulation, Functional Inks, and Potential Applications by Siyi Liu, Zhenyu Han, Xiaoyu Luo

“…By optimizing ink composition with desired rheological characteristics, printable fluids can be successfully formulated if a compatible printing substrate is selected. …”
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Sodium-dependent phosphate transporter NaPi2b as a candidate for targeted therapy: features of structure, function, and expression by R. G. Kiyamova, R. A. Vlasenkova, L. F. Bulatova

“…Impaired NaPi2b function leads to the development of several diseases, including pulmonary alveolar microlithiasis and hyperphosphatemia, and pulmonary alveolar microlithiasis is known to be associated with mutations in the SLC34A2 gene encoding NaPi2b. …”
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