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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Identification and functional modelling of plausibly causative cis-regulatory variants in a highly-selected cohort with X-linked intellectual disability. by Hemant Bengani, Detelina Grozeva, Lambert Moyon, Shipra Bhatia, Susana R Louros, Jilly Hope, Adam Jackson, James G Prendergast, Liusaidh J Owen, Magali Naville, Jacqueline Rainger, Graeme Grimes, Mihail Halachev, Laura C Murphy, Olivera Spasic-Boskovic, Veronica van Heyningen, Peter Kind, Catherine M Abbott, Emily Osterweil, F Lucy Raymond, Hugues Roest Crollius, David R FitzPatrick

“…We have used in vivo functional analyses to categorize rigorously filtered CRE variants in a clinical cohort that is plausibly enriched for causative CRE mutations: 48 unrelated males with a family history consistent with X-linked intellectual disability (XLID) in whom no detectable cause could be identified in the coding regions of the X chromosome (chrX). …”
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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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Identification, Cloning, and Functional Characterization of Carotenoid Cleavage Dioxygenase (CCD) from <i>Olea europaea</i> and <i>Ipomoea nil</i> by Kaixuan Ke, Yufeng Zhang, Xinyi Wang, Zhaoyan Luo, Yangyang Chen, Xianying Fang, Linguo Zhao

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Application of Cyberlindnera fabianii isolate as a potential starter culture in type IV sourdough to improve techno-functional capabilities of barley bread by Alireza Sadeghi, Fahimeh Hajinia, Hossein Purabdolah, Maryam Ebrahimi, Sara Shahryari, Maryam Pahlavani

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Broad-line AGNs at 3.5 < z < 6: The Black Hole Mass Function and a Connection with Little Red Dots by Anthony J. Taylor, Steven L. Finkelstein, Dale D. Kocevski, Junehyoung Jeon, Volker Bromm, Ricardo O. Amorín, Pablo Arrabal Haro, Bren E. Backhaus, Micaela B. Bagley, Eduardo Banados, Rachana Bhatawdekar, Madisyn Brooks, Antonello Calabrò, Óscar A. Chávez Ortiz, Yingjie Cheng, Nikko J. Cleri, Justin W. Cole, Kelcey Davis, Mark Dickinson, Callum Donnan, James S. Dunlop, Richard S. Ellis, Vital Fernández, Adriano Fontana, Seiji Fujimoto, Mauro Giavalisco, Andrea Grazian, Jingsong Guo, Nimish P. Hathi, Benne W. Holwerda, Michaela Hirschmann, Kohei Inayoshi, Jeyhan S. Kartaltepe, Yana Khusanova, Anton M. Koekemoer, Vasily Kokorev, Rebecca L. Larson, Gene C. K. Leung, Ray A. Lucas, Derek J. McLeod, Lorenzo Napolitano, Masafusa Onoue, Fabio Pacucci, Casey Papovich, Pablo G. Pérez-González, Nor Pirzkal, Rachel S. Somerville, Jonathan R. Trump, Stephen M. Wilkins, L. Y. Aaron Yung, Haowen Zhang

“…Finally, we compute the BLAGN UV luminosity function and find agreement with JWST-detected BLAGN samples from recent works, finding that BLAGN hosts constitute ≲10% of the total observed UV luminosity at all but the brightest luminosities.…”
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Delineating flood susceptibility zones using novel ensemble models – An application of evidential belief function, relative frequency ratio, and Shannon entropy by Samuel Yaw Danso, Yi Ma, Isaac Yeboah Addo

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Biopurification of functional soybean oligosaccharides from defatted soybean yellow pulp water fermented by yeast species: A process study by Zhenjiang Li, Jiaxin Liang, Shilin Liu, Xin Hu, Lidong wang, Changyuan Wang

“…This study presents a biotechnological method for isolating highly functional soybean oligosaccharides (SBOS) from soybean yellow pulp water (YPW) using microbial fermentation and resin-based purification methods. …”
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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

“…This systematic literature review evaluates how digital technologies have reshaped business functions within South African SMMEs, particularly following the COVID-19 pandemic. …”
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Age-specific effects of synthetic cannabinoids on cognitive function and hippocampal gene expression in mice: insights from behavioral and molecular correlates by Kaixi Li, Kaixi Li, Yuanyuan Chen, Yuanyuan Chen, Yawen Xu, Yawen Xu, Yuan Pang, Yongli Bao, Simeng Zhang, Simeng Zhang, Xuesong Shi, Xuesong Shi, Jingzhi Ran, Jingzhi Ran, Yanling Qiao, Yanling Qiao, Yanling Qiao, Yizhao Xu, Yizhao Xu, Yiming Wang, Bin Di, Bin Di, Peng Xu, Peng Xu

“…This study provides an innovative resource on the behavioral and molecular landscape of age-specific changes in cognitive function by synthetic cannabinoids and offers new opportunities for follow-up studies to target age-specific functional significance and related molecular mechanisms to be mined.…”
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Comparative Evaluation of Functional Outcomes Following Surgical and Conservative Management of Distal Tibia Shaft Fractures: A Prospective Observational Study by Amit Saxena, Surendra Kumar Mahore, Anshul Gupta, Ashish Kumar Sriwastava, Mansi Gupta

“…Introduction: Distal tibia shaft fractures pose significant treatment challenges due to limited soft tissue coverage and suboptimal vascularity in the region. Selecting the most appropriate management strategy – whether surgical or conservative – remains a subject of ongoing debate, particularly in resource-limited settings. …”
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Treatment decisions and surgery variables are predictors of better physical function after total hip and knee arthroplasty: a retrospective cohort study by Janis Nikkhah, Lukas Schöner, Carlos J. Marques, Christoph M. Pros, Reinhard Busse

“…Stepwise selection and multivariate linear regression models were applied to identify variables associated with physical function at discharge and 12 M. …”
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A systematic review of the literature in relation to the theoretical knowledge base for the-Clinical-functional research by evaluation including the modern apparatus modality of fu... by Irina Raluca Petcu, Gelu Onose

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Automatic Road Extraction from Historical Maps Using Transformer-Based SegFormers by Elif Sertel, Can Michael Hucko, Mustafa Erdem Kabadayı

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Exploring factors influencing the selection of primary health care delivery models in conflict-affected settings of North West and South West regions of Cameroon and North-East Nig... by Lundi-Anne Omam, Kelli O'Laughlin, Nicholas Tendongfor, Zara Wudiri, Mohammed Ngubdo Hassan, Alain Metuge, Ooju Oluwafemi, Esther Omam, Rosalind Parkes-Ratanshi

“…To ensure efficient use of resources and quality of services, model of care selection should be evidence based and informed by the specific humanitarian context. …”
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Evaluation of salt tolerance in hybrid progeny of apple rootstock Malus prunifolia × R3 by JIAO Caidi, WEI Jiangtong, JIA Xumei, LI Cuiying, LI Chao, MA Fengwang

“…The average membership function value of M26 was the lowest, indicating that its salt tolerance was the weakest. …”
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(Too) many policies under one roof? About the integration of competition law enforcement and sectoral regulation within one authority by Anna Piszcz

“…It will attempt at the identification of advantages and disadvantages of entrusting competition authorities with additional sectoral regulation functions and discuss whether Directive 2019/1 (“ECN+ Directive”) may serve as a cure for disadvantages of adding not related objectives, such as overwhelming numbers of tasks and lacking resources, including human resources or a relatively small part of budget dedicated to competition enforcement. …”
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Genome-wide identification and functional characterization of GPCR family genes reveal their key roles in the vitellarium development and egg production in Schistosoma japonicum by Xiaoxu Wang, Chuantao Fang, Guofeng Cheng

“…Selected GPCRs were functionally characterized using whole-mount in situ hybridization, double fluorescence in situ hybridization, and RNA interference. …”
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Evaluating Cognitive Function and Brain Activity Patterns via Blood Oxygen Level-Dependent Transformer in N-Back Working Memory Tasks by Zhenming Zhang, Yaojing Chen, Aidong Men, Zhuqing Jiang

“…(1) Background: Working memory, which involves temporary storage, information processing, and regulating attention resources, is a fundamental cognitive process and constitutes a significant component of neuroscience research. …”
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