Multi-layer feature fusion and attention-enhanced YOLOv9 for rapid field detection of greenhouse blueberry maturity at long and short distances by Ziwei Pan, Lei Xu, Wanjin Zhao, Cong Fan, Xihao Zhang, Weihui Chen, Yonglin Shen, Nengcheng Chen

“…Given the dense growth of blueberry plants and small fruit size, detecting blueberry maturity at long distances poses significant challenges. …”
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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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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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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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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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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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GWAS and WGCNA analysis uncover candidate genes associated with drought in Brassica juncea L. by Yusong Zhang, Yusong Zhang, Xiaoyan Yuan, Xiaoyan Yuan, Yunyun Zhang, Yunyun Zhang, Yanqing Luo, Yanqing Luo, Kaiqin Zhao, Kaiqin Zhao, Feng Zu, Feng Zu, Zhengshu Tian, Zhengshu Tian, Jinfeng Li, Jinfeng Li, Lifan Zhang, Lifan Zhang, Xiaoying He, Xiaoying He, Jinxiang Gao, Jinxiang Gao, Minglian Fu, Minglian Fu, Genze Li, Genze Li, Feihu Liu

“…To screen drought-tolerant germplasm resources and key functional genes related to drought tolerance in Brassica juncea L.(193 accessions), three treatments were applied at the germination and seedling stages:control(CK), moderate drought stress (M), and severe drought stress (S). …”
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Optimizing Fall Risk Diagnosis in Older Adults Using a Bayesian Classifier and Simulated Annealing by Enrique Hernandez-Laredo, Ángel Gabriel Estévez-Pedraza, Laura Mercedes Santiago-Fuentes, Lorena Parra-Rodríguez

“…The wrapper method of feature selection using the SA algorithm was applied to optimize the cost function based on the difference of the mean minus the standard deviation of the Area Under the Curve (AUC) of the fall risk classifiers across multiple dimensions. …”
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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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Surface Functionalization of Cellulose-Based Packaging with a New Antimicrobial Decapeptide: A Sustainable Solution to Improve the Quality of Meat Products by Bruna Agrillo, Rosa Luisa Ambrosio, Valeria Vuoso, Emanuela Galatola, Marta Gogliettino, Monica Ambrosio, Rosarita Tatè, Aniello Anastasio, Gianna Palmieri

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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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Enhanced and selective photocatalytic reduction of CO2 to CH4 using a Pt-loaded CuPc/g-C3N4 Z-scheme heterojunction catalyst by Jinshan Chen, Jiangfeng Lu, Ran Lang, Chi Wang, Shuangyou Bao, Yuan Li, Kai Li, Maohong Fan

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Structural-Functional Analysis of the Rural Housing Using Sustainable Development Approach (Case Study: in Eastern Roumeshkhan County, Kuhdasht township) by Ahmad Roumiani, Hamdollah Sojasi Qeidari, Kheirulensa Mansouri Mansouri

“…The purpose of the study is the dwellings’ structural and functional conformity by considering sustainable development indicators in eastern Rumeshkhan county, Lorestan province. …”
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Exploring Floristic Diversity, Propagation Patterns, and Plant Functions in Domestic Gardens across Urban Planning Gradient in Lubumbashi, DR Congo by Yannick Useni Sikuzani, Bernard Kisangani Kalonda, Médard Mpanda Mukenza, Jonas Yona Mleci, Alex Mpibwe Kalenga, François Malaisse, Jan Bogaert

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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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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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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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Reinforcement Q-Learning-Based Adaptive Encryption Model for Cyberthreat Mitigation in Wireless Sensor Networks by Sreeja Balachandran Nair Premakumari, Gopikrishnan Sundaram, Marco Rivera, Patrick Wheeler, Ricardo E. Pérez Guzmán

“…The proposed system is formulated as a Markov Decision Process (MDP), where encryption level selection is driven by a reward function that optimizes the trade-off between energy efficiency and security robustness. …”
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