Enhanced selective recovery of powder carrier-supported biofilms for enrichment of denitrifying functional bacteria by Chengxian Wang, Bin Lu, Boran Wu, Jin Chen, Zhigen Wu, Hongbo Han, Xiaohu Dai, Xiaoli Chai, Dian Hu

“…Compared to overflow sludge, underflow sludge (biofilm) exhibited a 33 % increase in particle size and a 0.51-fold increase in denitrification rate constants, leading to improvements of nitrogen and phosphorus removal efficiencies exceeding 73 %. …”
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Malware-SeqGuard: An Approach Utilizing LSTM and GRU for Effective Detection of Evolving Malware in Android Environments by Muhammad Usama Tanveer, Kashif Munir, Abdulatif Alabdulatif, Anas R. Najdawi, Rutvij H. Jhaveri

“…In this study, we introduce a state-of-the-art scheme for Android malware detection that combines the strengths of Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks. These advanced deep learning architectures are particularly adept at capturing sequential dependencies within data making them well-suited for analyzing complex time-series information, such as user behaviour patterns system logs and network traffic. …”
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Ecological drivers of nesting behavior in a subtropical city: An observational study on spotted doves by Yao Sheng, Mengjie Lu, Junpeng Bai, Xiaobin Xie, Long Ma, Wanyou Li, Zhen Zhang, Fang Ming, Xueli Zhang, Ziwei Zhang, Zhifeng Xu, Yuqing Han, Bicai Guan, Luzhang Ruan

“…The results revealed that the nest reuse rate was 38.08% (n = 115). Nests closer to trunk, with lower nest position and higher large‐scale urbanization score tended to have higher reuse rate. …”
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Altered dynamic functional network connectivity in rheumatoid arthritis associated with peripheral inflammation and neuropsychiatric disorders by Lei Xie, Yanmin Zheng, Zhiduo Hou, Shuhua Ma, Zikai Huang, Jianhua Peng, Shuxin Huang, Ruiwei Guo, Jinzhuang Huang, Zhirong Lin, Zelin Zhuang, Jingjing Yin

“…The Spearman correlation was calculated between aberrant DFC alterations, Montreal Cognitive Assessment (MoCA), Hospital Anxiety and Depression Scale (HAD), C reactive protein (CRP) and erythrocyte sedimentation rate (ESR). Diagnostic efficacy of indicators was assessed using receiver operating characteristic analysis (ROC).Results Three dynamic functional states were identified. …”
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Multi-Objective Optimization of Off-Grid E-Bikes Charging Stations Powered by PhotoVoltaics by Fabio Corti, Gabriele Maria Lozito, Davide Astolfi, Salvatore Dello Iacono, Antony Vasile, Marco Pasetti, Alberto Reatti, Alessandra Flammini

“…A Genetic Algorithm is employed to determine the most appropriate rated power of the installed PhotoVoltaic (PV) systems and of the energy storage, by incorporating statistical methods to estimate the daily number of e-bikes requiring charging, hence making the optimization process more reflective of actual usage patterns. …”
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Dual smart sensor data-based deep learning network for premature infant hypoglycemia detection by Muhammad Shafiq, J. Kavitha, Dhruva R. Rinku, N. K. Senthil Kumar, Kamal Poon, Amar Y. Jaffar, V. Saravanan

“…Based on features, the sorted-out data gets evaluated through a GRU-LSTM (Gated Recurrent Unit - Long Short-Term Memory) network to identify the state of the infant as usual and suggestive of hypoglycemia—blood glucose below 70 mg/dL, pale complexion, profuse perspiration. …”
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Transfer learning for securing electric vehicle charging infrastructure from cyber-physical attacks by Ahmad Almadhor, Shtwai Alsubai, Imen Bouazzi, Vincent Karovic, Monika Davidekova, Abdullah Al Hejaili, Gabriel Avelino Sampedro

“…The study also provides a comparison with different DL models such as Long Short-Term Memory (LSTM), Recurrent Neural Networks (RNN), Long Short-Term Memory-Recurrent Neural Networks (LSTM-RNN), and Gated Recurrent Unit (GRU). The CICEVSE2024 (EVSE-A and EVSE-B) datasets are used to assess the framework, where one dataset is used to train and store weights, and the second is used to evaluate the learned patterns using transfer learning. …”
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An Adaptive Convolutional Neural Network With Spatio-Temporal Attention and Dynamic Pathways (ACNN-STADP) for Robust EEG-Based Motor Imagery Classification by Aaqib Raza, Mohd Zuki Yusoff

“…The proposed model integrates a Dynamic Pathway Convolution Network (DPCN) for adaptive feature extraction, incorporating a Dynamic Gating Controller (DGC) and Dynamic Adaptive Spatio-Temporal (DAST) blocks to efficiently capture multi-scale spatial and temporal dependencies. …”
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Spatial Heterogeneity of Bike-Sharing–Conventional Bus Intermodal Trip Distribution by Yang Chenyang, Tang Wenyun, Ma Jianxiao, Yin Chaoying, Wang Hanbin

“…The results indicated that the density of bike-sharing trips near bus stops followed a consistent pattern. The density decreases with increasing distance from the stop, and the rate of decline exhibits a "U-shaped" pattern. …”
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Clinical benefit of tafasitamab plus lenalidomide in relapsed or refractory diffuse large Bcell lymphoma: real-world data from the EarlyMIND study by Gabriel Brisou, Jérôme Paillassa, Sophie Bernard, Olivier Tournilhac, Luc-Matthieu Fornecker, Frédéric Maloisel, Lauris Gastaud, Eric Durot, Adrian Tempescul, Thorsten Braun, Vadim Ivanov, Brieuc Cherel, Caroline Serrier, Jeremy Delage, Abderrazak El Yamani, Baptiste Delapierre, Laure Lebras, Elsa Lestang, Camille Villesuzanne, Philippe Agape, Guillaume Escure, Ludovic Fouillet, Christophe Nicol, Gaëlle Olivier, Anthony Levy, Anne-Sophie Le Bris, Ophélie Cassuto, Laura Jacquemelle, Corinne Haioun, Charles Herbaux

“…Approval was based on the L-MIND study, which demonstrated a 57.5% overall response rate (ORR), 41.3% complete response (CR) rate, 12.1 months median progression-free survival (PFS), and 33.5 months median overall survival (OS) at five years. …”
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Optimizing fertilizer application and straw return to fields to minimize nitrogen and phosphorus runoff losses in double-rice cropping systems by Ying Zhang, Jian Zhu, Changjun Li, Hua Peng, Ji Liu, Yue Luo, Min Song, Yanjiao Dai, Kai Deng, Xionghui Ji

“…Unknown of long-term patterns of losses and mechanisms driving runoff N and P in double-rice cropping systems limited the development of effective mitigation strategies. …”
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Intraspecific and Intracolonial Variation in the Profile of Venom Alkaloids and Cuticular Hydrocarbons of the Fire Ant Solenopsis saevissima Smith (Hymenoptera: Formicidae) by Eduardo Gonçalves Paterson Fox, Adriana Pianaro, Daniel Russ Solis, Jacques Hubert Charles Delabie, Bruno Cunha Vairo, Ednildo de Alcântara Machado, Odair Correa Bueno

“…Some fire ant species are top-rated pests spreading throughout the world by trade vessels. …”
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Site of Service Changes Have Resulted in Increased Opioid Prescriptions for Primary Total Hip and Knee Patients in Michigan, a Michigan Arthroplasty Registry Collaborative Quality... by Harjot Uppal, MD, David Markel, MD, Giresse Melone, MD, Simarjeet Puri, MD, Lisheng Chen, PhD, Tae Kim, MHSA, Brian Hallstrom, MD, Richard Hughes, PhD, Elizabeth Dailey, MD

“…Background: The Michigan Arthroplasty Registry Collaborative Quality Initiative (MARCQI) successfully changed opioid prescribing patterns by instituting guidelines for total hip (THAs) and knee arthroplasties (TKAs). …”
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Tracking the infection dynamics of Fusarium oxysporum in Codonopsis pilosula based on GFP labelling by Mingming Shi, Huixia Li, Wei Guo, Ning Luo, Jinghuan Chen, Yonggang Liu, Rui Liu, Zhenchuan Mao

“…PEG-mediated transformation produced 11 GFP-tagged strains, with FO-GFP-7 retaining wild-type morphology, growth rate, and pathogenicity. Microscopic observation revealed infection dynamics: conidia aggregated at the rhizome by 2 days post-inoculation (dpi), followed by phloem colonization at 4 dpi and vascular invasion at 6 dpi. …”
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Artificial slope deformation monitoring and analyzing based on SBAS technology by Xiaochuan Huang, Xiaochuan Huang, Xiaochuan Huang, Jincang Liu, Jincang Liu, Jincang Liu, Ting Yang, Ting Yang, Ting Yang, Yun Li, Yun Li, Yun Li, Lipeng Zhou, Lipeng Zhou, Lipeng Zhou

“…To address this gap, we employed the SBAS-InSAR methodology to analyze 44 Sentinel-1 SAR images spanning a highway slope region in Foshan City, Guangdong Province, integrating the slope’s construction timeline to temporally dissect deformation patterns and assess geological risks. Our results revealed a maximum annual average settlement rate of −35.69 mm/yr and a peak cumulative settlement of −28.9 mm, with deformation trends strongly correlated to construction phases—primarily concentrated between April 2022 and March 2023. …”
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[Translated article] Fixation of adult femoral neck fractures: Retrospective comparison between cannulated screws and femoral neck system (FNS) by E. Guillén Botaya, Á. Soler García, J.L. Aparicio Martínez, A. Tejeda Gómez, F. Segura Llopis, A. Silvestre Muñoz

“…Results: No significant differences were found in age (p-value 0.32), fracture patterns (p-value 0.77), surgical delay (p-value 0.28), surgical time (p-value 0.226), length of hospital stay (p-value 0.921) and blood loss (p-value 0.086) between the two groups.A significantly higher overall complication rate was observed in the group treated with cannulated screws (p-value 0.004). …”
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Source apportionment of potentially toxic elements in soils from an urbanising region: Insights from multivariate analysis in Singida, Tanzania by Raymond Webrah Kazapoe, Benatus Norbert Mvile, John Desderius Kalimenze, Daniel Kwayisi, Samuel Dzidefo Sagoe, Kwabina Ibrahim, Obed Fiifi Fynn

“…Cluster 2 is shown to be more prominent in the Northern part of the area such as Sekenke, Shelui, Lambi, Mtinko and New Kiomboi. Due to the growing rate of urbanisation, these areas have become relatively populous and have a high level of anthropogenic activities, such as gold mining, sunflower oil milling and agricultural activities which have been shown in the study to influence the spatial patterns of PTEs in the area. …”
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Spatial analysis and prediction of psittacosis in Zhejiang Province, China, 2019–2024 by Zheyuan Ding, Haocheng Wu, Chen Wu, Kui Liu, Qinbao Lu, Xinyi Wang, Tianying Fu, Junjie Li, Ke Yang, Queping Song, Junfen Lin

“…This study aimed to characterize the epidemiological patterns and spatiotemporal distribution of psittacosis in Zhejiang Province, China, and to identify high-risk clusters through predictive modeling.MethodsWe conducted a comprehensive analysis of reported psittacosis cases in Zhejiang Province from January 2019 to June 2024. …”
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Nettle (Urtica Dioica L.) Modulates Angiogenesis by Targeting the PI3K/AKT/eNOS Pathway in Prostate Cancer by Abduladheem AL-Attabi, Mohammed Sabah Mohammed, Noor Ali Yazi AL-Khazali, Sami Awad Alkubaisy, Muna S. Merza, Mohanad Ali Abdulhadi, Yasser Fakri Mustafa

“…Also, we explored expression patterns of PI3K/AKT/eNOS pathway genes with therapeutic potential (with 50 µg/ml of UDE) in DU-145 cells by quantitative polymerase chain reaction and western blotting assay. …”
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Beyond Bleeding: An Analysis of Presenting Symptoms Among Black Patients with Endometrial Cancer by Maya E. Gross, Mindy Pike, Julianna Alson, Patrice Williams, Mollie E. Wood, Erica Marsh, Erin Carey, Til Stürmer, Ronit Katz, Whitney R. Robinson, Kemi M. Doll

“…Objectives: Black patients have the highest mortality rate from endometrial cancer (EC), and yet remain underrepresented in EC research. …”
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