Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data by Subhajit Chatterjee, Yung-Cheol Byun

“…Experimental validation conducted on Supervisory Control and Data Acquisition (SCADA) data for fault classification of wind turbines underscores the superiority of our method over other approaches, primarily attributed to the quality of conditionally generated samples. …”
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PLASMA CYTOKINES LEVELS IN PATIENTS UNDERGOING LONG-TERM HAEMODIALYSIS by D. S. Polyakov, O. M. Domashenko, P. V. Beloborodov, K. A. Syssoev, M. M. Shavlovsky, Areg A. Totolian

“…Patients  with  end-stage  renal  disease  need  their  kidney  functions  to  be  replaced.  Chronic haemodialysis represents a most common method of such substitution treatment. …”
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The ILAE classification of epileptic seizures: the 2025 update by D. V. Blinov, A. S. Petrukhin, K. V. Voronkova, E. S. Akarachkova, O. V. Kotova, D. I. Korabelnikov, E. I. Rumyantseva, A. N. Mnatsakanyan

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Lubricating Grease Thickness Classification of Steel Wire Rope Surface Based on GEMR-MobileViT by Ruqing Gong, Yuemin Wang, Fan Zhou, Binghui Tang

“…A transfer learning method is then employed. A custom dataset of steel wire rope lubrication images was constructed for model training. …”
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Developing an advanced safety device for bridge-type cranes by A. N. Nazarov, S. D. Ivanov

“…It is suggested to achieve the safety of such cranes through the development of safety devices that take into account the dynamic characteristics of a particular crane and control algorithms of its drives.Materials and methods. …”
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LLM in the Loop: A Framework for Contextualizing Counterfactual Segment Perturbations in Point Clouds by Veljka Kocic, Niko Lukac, Dzemail Rozajac, Stefan Schweng, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Javier del Ser, Andreas Holzinger

“…Yet, despite these advancements, key challenges remain, particularly in optimizing segment perturbations to influence model outcomes in a controlled and meaningful way. Traditional methods struggle to generate realistic and contextually appropriate perturbations, limiting their effectiveness in critical applications like autonomous systems and urban planning. …”
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Evolution, dissemination, and genetic dynamics of the carbapenem resistance gene blaNDM in China by Xiaofeng Hu, Boqian Wang, Mingliang Chen, Mingliang Chen, Mingliang Chen, Kexin Li, Kexin Li, Zhixi Peng, Zhixi Peng, Lianqun Jin, Junjie Yue, Hui Chen, Ling Zhang, Shaofu Qiu, Hongguang Ren, Hongbin Song

“…It is crucial to investigate the evolution, dissemination, and genetic dynamics of blaNDM to develop potential strategies to control the proliferation of blaNDM.MethodsIn this study, we collected 1021 blaNDM-positive isolates, which features 67 new genomes from our laboratory and 954 genomes from NCBI. …”
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The Use of Vacuum Plasma Surface Treatment to Improve Bone Healing and Regeneration in Socket Preservation and GBR: A Case Series with Histological Analysis by Marco Tallarico, Michele Troia, Milena Pisano, Silvio Mario Meloni, Dario Melodia, Claudia Della Via, Dolaji Henin, Francesco Mattia Ceruso, Carlotta Cacciò, Aurea Immacolata Lumbau

“…Further randomized controlled trials with appropriate sample size calculations are needed to confirm these preliminary results.…”
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Knowledge, Behavior, and Influencing Factors of Coarse Grain Consumption among Chinese Adults: A Focus Group Study in Xi’an by Jiawen Xie, Junqi Li, Guoqing Ma, Menghan Wang, Yunfeng Li, Yafang He, Kun Xu, Tian Tian, Nan Yang, Qian Wang, Jie Chang, Xin Liu

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Neuroprotective effects and mechanisms of the YiQiWenYangSanHan formula on Parkinson's disease mice by Jinling Liu, Dong Di, Suping Sun, Yan Sun, Shihan Zhou, Jing Liu, Zizhen Qin, Xinyu Yang, Xiao Wang, Zheng Xu, Boran Zhu, Haoxin Wu

“…Aim of this review: This study employed an in vivo model to investigate the effects of YQWYSHF on motor impairments, neuroinflammation, and mitochondrial dysfunction in C57BL/6 J mice caused by MPTP. Materials and methods: Sixty C57BL/6 J mice were randomly divided into 5 groups, all groups except the control group were intraperitoneally administered MPTP for 7 days (30 mg/kg). …”
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Lean Mass Longitudinally Confounds Sedentary Time and Physical Activity With Blood Pressure Progression in 2513 Children by Andrew O. Agbaje

“…ABSTRACT Background Randomized controlled trials have reported no effect of moderate‐to‐vigorous physical activity (MVPA) on reducing blood pressure (BP) in youth, probably due to short trial durations. …”
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Effect of acute kidney injury care bundle on kidney outcomes in cardiac patients receiving critical care: a systematic review and meta-analysis by Fatma Refaat Ahmed, Nabeel Al-Yateem, Seyed Aria Nejadghaderi, Rawia Gamil, Mohannad Eid AbuRuz

“…This review aimed to assess the impact of care bundles on kidney outcomes, mortality, and hospital stay for cardiac patients in critical care. Methods PubMed, Scopus, Web of Science, and EMBASE were searched up to November 2024. …”
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Impact of different endometrial preparation protocols on pregnancy outcomes in patients at high risk for ovarian hyperstimulation syndrome: a propensity score matched retrospective... by Xu Cao, Caixia Gao, Mingjiao Su, Dian Zhang, Fuyang Zhao, Wentao Li, Pengfei Qu, Juanzi Shi

“…This study aimed to investigate the optimal protocol for endometrial preparation in FET cycles for patients at high risk of OHSS. Methods This study included women who underwent assisted reproductive technology treatment between January 2021 and December 2022 at the Center for Assisted Reproductive Technology of Northwest Women’s and Children’s Hospital, China.Patients were categorized into three groups based on their endometrial preparation protocols: hormone replacement therapy (HRT), natural cycle (NC), and ovarian stimulation (OS). …”
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Effectiveness of Mobile Apps in Improving Medication Adherence Among Chronic Kidney Disease Patients: Systematic Review by Ganesh Sritheran Paneerselvam, Pei Lin Lua, Wen Han Chooi, Inayat Ur Rehman, Khang Wen Goh, Long Chiau Ming

“…ObjectiveThis study aimed to evaluate the effectiveness of mobile apps to improve medication adherence among patients with CKD (including end-stage and renal replacement therapy). MethodsA systematic search was conducted using Scopus, Cochrane, PubMed, and EBSCOhost to include eligible articles that studied mobile apps to improve medication adherence among patients with CKD. …”
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Hypoxic hepatitis in survivors of cardiac arrest: A systematic review and meta-analysis by Ya-Bei Gao, Jia-Heng Shi, Da-Xing Yu, Hui-Bin Huang

“…However, data are limited regarding its impact on the prognosis of patients with cardiac arrest (CA). Methods: We conducted a systematic review and meta-analysis of studies from PubMed, EMBASE, and the Cochrane Library from inception to July 30, 2024. …”
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Economic Evaluation of ART and Hall in Primary Molars by Mariana Pinheiro de Araujo, Jonathan Rafael Garbim, Nicola Patricia Innes, Daniela Hesse, Clarissa Calil Bonifácio, Isabel Cristina Olegário, Mariana Minatel Braga, Fausto Medeiros Mendes, Daniela Prócida Raggio

“…This is a secondary outcome of a three-year randomised controlled trial that compared Atraumatic Restorative Treatment (ART) to the Hall Technique (HT) for managing occluso-proximal caries lesions in primary molars. …”
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Study on the pore structure characteristics of interbedded shale oil and formation mechanisms of high-quality shale oil reservoirs in the Chang 7 Member, Yanchang Formation, Ansai... by LIU Yuhang, QIANG Wei, DANG Xin, LIU Bo, WEN Zhigang, TIAN Weichao, FAN Yunpeng

“…Objective  As a key producing horizon of the Ansai Oilfield in the Ordos Basin , the pore structure of Chang 7 Member of the Yanchang Formation directly controls reservoir quality, and consequently influences shale oil productivity. …”
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A novel measurement system for unattended, in situ characterization of carbonaceous aerosols by A. Keller, P. Specht, P. Steigmeier, E. Weingartner

“…We present a series of measurements using a controlled, well-defined propane flame aerosol as well as wood-burning emissions using two different wood-burning stoves. …”
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Management of von Willebrand disease for orthognathic surgery: Evidenced-based recommendations and scoping review of the literature by Marshall F. Newman, Dylan Walker, Aaron Flanders

“…Advances in blood product replacement manufacturing have led to changes in perioperative management of the bleeding diathesis in its various subtypes. …”
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Restrictive versus Liberal blood transfusion strategies for patients undergoing orthopedic surgery: a meta-analysis of randomised trials with trial sequential analysis by Zhou Zhou, Zefeng Xiao, Yan Luo, Tuanbiao Nie, Xuelian Xiao

“…Abstract Background A meta-analysis was conducted to explore the prognostic differences of restrictive blood transfusion (RBT) versus liberal blood transfusion (LBT) strategies in orthopedic patients. Methods A comprehensive search was performed in PubMed, Embase, Cochrane Central Register of Controlled Trials, Embase, and clinicaltrials.gov up to 20 October 2024. …”
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