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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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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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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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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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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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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China’s efforts on the CSEP and a retrospective case by Huaizhong Yu, Jingxue Zhang, Yue Liu, Yongxian Zhang, Chieh-Hung Chen, Rui Yan, Gang Li, Zeping Li, Yuchuan Ma, Zhengyi Yuan, Wen Yang, Donghui Jia, Binbin Zhao

“…In addition, several new methods, such as Crustal Vibration (CV), State Vector (SV), Earthquake Occurrence Rate (EOR), and Seismic Modulation Ratio (SMR) have also been involved. …”
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A “drop” in the atrioventricular conduction curve and dual-pathway electrophysiology by Youhua Zhang, MD, PhD

“…Background: Atrioventricular (AV) conduction time is rate-dependent. As the atrial coupling interval (A1A2) shortens, AV conduction time (A2H2) prolongs. …”
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OPTIMIZATION OF THE VACUUM-ASSISTED TREATMENT FOR COMPLICATIONS OF DIABETIC FOOT SYNDROME by V.I. Liakhovskyi, O.O. Kyzymenko, O.H. Krasnov, O.I. Krasnov, T.V. Horodova-Andrieieva

“…In the main group, the rate of wound reduction was greatest on the 8th-10th days, and in the comparison group – on the 14th-15th days. …”
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Mathematical model of the dependence between cerebral ventricular size and capillary pressure in laboratory animals by A. A. Cherevko, G. S. Valova, D. V. Petrovsky, A. E. Akulov

“…To describe the data obtained, the mathematical model was adapted by selecting a scale factor based on the known values of the cerebrospinal fluid formation rate for humans and mice. Results and discussion. …”
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A computational DNA methylation method to remove contaminated DNA from spent embryo culture medium for noninvasive preimplantation genetic testingResearch in context by Yidong Chen, Jin Huang, Fuchou Tang, Lu Wen, Jie Qiao

“…By testing simulated SECM samples, the method demonstrated a substantial reduction in the false-negative rate even with up to 75% cumulus cell contamination. …”
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Climate change-induced shifts in landslide susceptibility in São Sebastião (southeastern Brazil) by Enner Alcântara, Cheila Flávia Baião, Yasmim Carvalho Guimarães, José Antonio Marengo, José Roberto Mantovani

“…Frequency Ratio (FR) analysis revealed varying levels of landslide susceptibility across scenarios, with RCP2.6 showing lower probabilities for moderate landslides (FR: 0.007946) compared to higher ratings for RCP4.5, RCP6.0, and RCP8.5 (FR: 1.663156 for high landslides). …”
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SOH Estimation Method for Lithium-Ion Batteries Using Partial Discharge Curves Based on CGKAN by Shengfeng He, Wenhu Qin, Zhonghua Yun, Chao Wu, Chongbin Sun

“…Next, a SOH estimation framework based on the CGKAN model is developed, where 1-Dimensional-Convolutional Neural Networks (1D-CNN) are used to extract deep features from the original data, Bidirectional Gated Recurrent Unit (BiGRU) captures the bidirectional dependencies of the time series, and Kolmogorov–Arnold Networks (KAN) enhances the modeling of complex nonlinear features through its nonlinear mapping capabilities, thereby improving the accuracy of SOH estimation. …”
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AEMS: Adaptive Ensemble GNNs for Multibehavior Stream Recommendation by Ritchie Natuan Caibigan, Punyaphol Horata, Pusadee Seresangtakul

“…The AEMS synergizes long-term preference patterns (derived from historical interactions) with real-time user intents and item attributes (captured through multibehavior signals), integrating them via an adaptive ensemble neural gating mechanism. …”
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Sleep Restriction and Weekend Sleep Compensation Relate to Eating Behavior in School-Aged Children by Chamorro R, Garrido-González M, Gutierrez M, Santos JL, Weisstaub G

“…Actigraphic recordings measured sleep patterns for 4 consecutive days, including a weekend day. …”
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