Application of Machine Learning Techniques for Bearing Fault Diagnosis by Sarra Eddai, Nabih Feki, Ahmed Ghorbel, Abdelkhalak El Hami, Mohamed Haddar

“…Machine learning enhances machine diagnostics through advanced data analysis, pattern recognition, and fault prediction. This study investigates the application of machine learning algorithms for bearing fault detection. …”
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Learning engagement and psychological flexibility among Chinese adolescents: a moderated mediation model by Pengfei Yue, Pengfei Yue, Jiaxin Zhang

“…After removing 45 invalid questionnaires due to incomplete responses and patterned answers, a total of 705 valid questionnaires were obtained, with 52.9% girls and an average age of 13.11 years (SD = 1.04), leading to an effectiveness rate of 94.00%. …”
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Prevalence and Severity of Gastrointestinal Symptoms in Recreational and Elite Equestrian Athletes in Training and Competition: An Exploratory Analysis by Russ Best, Jeni Pearce

“…Equestrian sports present a unique challenge to the rider's gastrointestinal (GI) tract and health as they meet nutritional requirements for performance, execute riding discipline-specific skills, and coordinate their hip and abdominal movements with their equine movement pattern. Additional gastrointestinal challenges may result from the known gut-brain axis, as previous research reports a high rate of anxiety in equestrian athletes. …”
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Fragmented QRS complex as a predictor of in-hospital life-threatening arrhythmias in myocardial infarction patients: A systematic review and meta-analysis by Tanawat Attachaipanich, Suthinee Attachaipanich, Kotchakorn Kaewboot

“…The inclusion criteria were studies that included MI patients and compared the rate of in-hospital arrhythmia between fQRS and non-fQRS participants. …”
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Biosynthesis, Characterization, Adsorption and Antimicrobial studies of Vanadium Oxide Nanoparticles Using Punica Granatum Extract by Angham Tariq Ali, Lekaa K. Abdul Karem

“…The results proved removal simultaneously from water using V2O5NPs based on surface shape on the affinity of three metal ions. The adsorption rate of Ni(II) is the highest one in the time scale and conditions of our experiment at all surfaces, while Co(II) and Cu(II) ions are close in magnitude. …”
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Effect of time interval and immunosuppressive treatment on durability of humoral immune response in rheumatoid arthritis patients following COVID-19 vaccination by Semiyan Muhamad Ali, Sanaa Gadbaan Hama

“…Conclusion: IgG positivity rate obviously decreased mainly in Rheumatoid arthritis groups after medium time interval, with no significant effect for immunosuppressant drugs on vaccination response.…”
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HIV infects astrocytes in vivo and egresses from the brain to the periphery. by Victoria Lutgen, Srinivas D Narasipura, Hannah J Barbian, Maureen Richards, Jennillee Wallace, Roshanak Razmpour, Tetyana Buzhdygan, Servio H Ramirez, Lisa Prevedel, Eliseo A Eugenin, Lena Al-Harthi

“…Egressed HIV evolved with a pattern and rate typical of acute peripheral infection. …”
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Formulation, characterization and co-delivery of curcumin-rosemary loaded niosomes to enhance antimicrobial activity against staphylococcus aureus strains by Elmira Mehdipour, Alireza Iranbakhsh, Amir Mirzaie

“…Also, the results of the biofilm inhibition test showed that niosomes loaded rosemary@curcumin reduced the rate of biofilm formation between 2 and 4 fold.Conclusion: Niosomes loaded rosemary@curcumin have suitable structure and surface characteristics and can successfully inhibit S. aureus growth and prevent its biofilm formation potency.…”
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Predicting the presence of tephra layers in lacustrine deposits using spectral gamma ray data: An example from Lake Chalco, Mexico City. by Mehrdad Sardar Abadi, Christian Zeeden, Arne Ulfers, Alex Susan Meyer, Thomas Wonik, Mexidrill team

“…The proposed protocol has the potential to accurately detect and identify thick tephra layers (> 10 cm in thickness) based on the rate of spectral gamma ray measurement in sedimentary sequences. …”
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An Enhanced Human Evolutionary Optimization Algorithm for Global Optimization and Multi-Threshold Image Segmentation by Liang Xiang, Xiajie Zhao, Jianfeng Wang, Bin Wang

“…The experimental results indicated that the CLNBHEOA achieved a winning rate of over 95% in terms of fitness function value, peak signal-to-noise ratio (PSNR), structural similarity (SSIM) and feature similarity (FSIM), suggesting that it can be considered a promising approach for multi-threshold image segmentation.…”
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Analysis of characteristics and therapeutic outcomes in children with Dubberley type IIA capitellar fractures by Chi Kang, Yuan Xiao, Yuhan Huang, Qinghua Liu, ZhiQiang Deng, Xin Liu

“…The MEPS excellent/good rate was 100%. Conclusions The displacement pattern of Dubberley Type IIA capitellar fractures in children predominantly involves proximal rotation of the lateral aspect of the fracture fragment in the coronal plane, centered on the medial aspect of the fracture fragment. …”
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Fixator-Assisted Nailing for Femur Neck Fracture Nonunion: A Case Series Study by Majdi Hashem, Mohammad S. Al-Tuwaijri

“…Our study indicates that FAN has a high success rate in young patients with nonunited femoral neck fractures.…”
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Effect of Gum Arabic (Acacia senegal) on Growth Performance, Carcass Quality and Health of Clarias gariepinus Juveniles by Augustine Eyiwunmi Falaye, Abel Abah, Shakiru Okanlawon Sule

“…Growth indices showed GA10 improved the mean weight gain (69.88±8.89 g) and specific growth rate (2.76±0.14 %/day) while at (GA15); (GA20) growth was depressed. …”
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Serum calprotectin levels: A measure of disease activity in rheumatoid arthritis by Pranshu Dhingra, Seema Gupta, Shivani Jaswal, Jasbinder Kaur, Sarabmeet Singh Lehl, Daljinderjit Kaur

“…A significant positive correlation of serum calprotectin was found with CRP, erythrocyte sedimentation rate, RF, and anti-CCP and DAS28 score (P < 0.05). …”
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THE VALUE OF CYTOREDUCTIVE SURGERY FOR ISOLATED LYMPH NODE RECURRENCE OF OVARIAN CANCER by H. I. Mamajonov, S. O. Nikoghosyan, A. S. Shevchuk

“…Despite this fact, most patients develop relapses and the 5-year survival rate is about 30 %. The frequency of lymph node involvement in patients with recurrent OC is not reliably known; isolated lymph node recurrence is reported to occur in 5–32 % of patients. …”
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Evaluation of microstructure and mechanical properties resulting from gas nitriding process for different types of steel by Faras Q. Mohammed, Ibrahim Abd L-Kareem Ahmed, Sameer Khalaf Fyayyadh

“…The effects of time and gas flow rate during the process were particularly evident on hardness values, especially after the first stage.…”
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Does Glass Size and Shape Influence Judgements of the Volume of Wine? by Rachel Pechey, Angela S Attwood, Dominique-Laurent Couturier, Marcus R Munafò, Nicholas E Scott-Samuel, Andy Woods, Theresa M Marteau

“…<h4>Background</h4>Judgements of volume may influence the rate of consumption of alcohol and, in turn, the amount consumed. …”
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Low-intensity insect herbivory could have large effects on ecosystem productivity through reduced canopy photosynthesis by K. Visakorpi, K. Visakorpi, S. Gripenberg, Y. Malhi, T. Riutta

“…On average, herbivory reduces the photosynthetic rate in the remaining leaf tissue by 16 % [6 %–27 %; 95 % CI]. …”
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East Asian aerosol cleanup has likely contributed to the recent acceleration in global warming by Bjørn H. Samset, Laura J. Wilcox, Robert J. Allen, Camilla W. Stjern, Marianne T. Lund, Sharar Ahmadi, Annica Ekman, Maxwell T. Elling, Luke Fraser-Leach, Paul Griffiths, James Keeble, Tsuyoshi Koshiro, Paul Kushner, Anna Lewinschal, Risto Makkonen, Joonas Merikanto, Pierre Nabat, Larissa Narazenko, Declan O’Donnell, Naga Oshima, Steven T. Rumbold, Toshihiko Takemura, Kostas Tsigaridis, Daniel M. Westervelt

“…Here we show, using a large set of simulations from eight Earth System Models, how a time-evolving 75% reduction in East Asian sulfate emissions partially unmasks greenhouse gas-driven warming and influences the spatial pattern of surface temperature change. We find a rapidly evolving global, annual mean warming of 0.07 ± 0.05 °C, sufficient to be a main driver of the uptick in global warming rate since 2010. …”
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A Comprehensive Survey of Research Trends in mmWave Technologies for Medical Applications by Xiaoyu Zhang, Chuhui Liu, Yanda Cheng, Zhengxiong Li, Chenhan Xu, Chuqin Huang, Ye Zhan, Wei Bo, Jun Xia, Wenyao Xu

“…We introduce a taxonomy that decouples low-level mmWave signal features—such as motion, material property, and structure—from high-level biomedical biomarkers, including respiration pattern, heart rate, tissue hydration, and gait. We then classify and contrast the modeling approaches—ranging from physics-driven analytical models to machine learning techniques—that enable this mapping. …”
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