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

“…In vitro drug release studies showed a slow-release pattern of rosemary@curcumin from niosomes. The MIC and MBC values of niosomes loaded rosemary@curcumin were between 32.5 and 62.5 µg/ml and showed higher antimicrobial activity. …”
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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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Risk of Incidence and Lethality by Etiology of Severe Acute Respiratory Syndrome in Hospitalized Children Under 1 Year of Age in Brazil in 2024: A Cross-Sectional Study by Tamires de Nazaré Soares, Natasha Cristina Oliveira Andrade, Suziane do Socorro dos Santos, Marcela Raíssa Asevedo Dergan, Karina Faine Freitas Takeda, Jully Greyce Freitas de Paula Ramalho, Luany Rafaele da Conceição Cruz, Perla Katheleen Valente Corrêa, Marli de Oliveira Almeida, Joyce dos Santos Freitas, Wilker Alves Silva, Marcos Jessé Abrahão Silva, Daniele Melo Sardinha, Luana Nepomuceno Gondim Costa Lima

“…Distribution by final classification and epidemiological week (EW) was analyzed; the incidence rate by Federative Unit (FU) (cases/100,000 < 1 year) with risk classification (Low/Moderate/High) was assessed; and, for cases with positive viral RT-PCR, the etiological frequency and virus-specific lethality rate (deaths/total cases of etiology ×100), also with risk classification, were extracted. …”
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Carcass and Meat Quality Characteristics and Changes of Lean and Fat Pigs After the Growth Turning Point by Tianci Liao, Mailin Gan, Yan Zhu, Yuhang Lei, Yiting Yang, Qianli Zheng, Lili Niu, Ye Zhao, Lei Chen, Yuanyuan Wu, Lixin Zhou, Jia Xue, Xiaofeng Zhou, Yan Wang, Linyuan Shen, Li Zhu

“…In addition, based on the growth curves, we calculated the peak age at which the growth rate declined in lean-type and fat-type pigs, which was approximately 200 days for YPs and around 270 days for QYPs. …”
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Stomata as the Main Pathway for the Penetration of Atmospheric Particulate Matter Pb into Wheat Leaves by Ke Zhang, Yujing Liang, Chuang Ma, Haopeng Guo, Fuyong Liu, Aihua Gao, Nan Liu, Hongzhong Zhang

“…Compared to the control group (CK), the treatment of T1 and T2 significantly increased Pb concentration in both leaves and grains, as well as the Pb accumulation rate in grains (<i>p</i> < 0.05). Scanning electron microscopy–energy dispersive spectrometry (SEM-EDS) technology visually confirmed the distribution of particulate Pb in the stomatal region, demonstrating that solid-state Pb can penetrate the leaves through stomata. …”
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Mechanism Analysis and Establishment of a Prediction Model for the Total Pressure Loss in the Multi-Branch Pipeline System of the Pneumatic Seeder by Wei Qin, Cheng Qian, Yuwu Li, Daoqing Yan, Zhuorong Fan, Minghua Zhang, Ying Zang, Zaiman Wang

“…This study aims to clarify the nonlinear pressure loss patterns of the pneumatic system in a pneumatic seeder under varying pipeline structures and airflow parameters, and to develop a rapid prediction equation for the main pipe’s pressure loss. …”
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Effects of different exercise modalities on blood pressure and endothelial function in prehypertension individuals: a systematic review and network meta-analysis by Yingtian Yang, Qianyu Lv, Xinzheng Hou, Yanfei Lv, Xirui Zhang, Qian Wu, Xuejiao Ye, Chenyan Yang, Mingyu Huang, Shihan Wang

“…The surface underneath the cumulative ranking curve data was utilized to rate interventions. Confidence was evaluated using the CINeMA framework.ResultsA total of 18 articles with 2,592 individuals were included in the NMA. …”
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Estimation and Forecasting of Nigeria&#x2019;s Residential, Commercial, and Industrial Electricity Demands by Prosper O. Ugbehe, Ogheneruona E. Diemuodeke, Daniel O. Aikhuele, Kenneth E. Okedu, Gauri Kalnoor

“…Suppressed electric energy demand arises from inadequate energy access accounting for unmet electricity needs such as electricity capacity utilization, access rate, outages, and transmission and distribution (T&#x0026;D) losses. …”
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Anemia in Patients with Axial Spondyloarthritis is Not Associated with an Increase of Arterial Stiffness and Intima-Media Thickness (Results of a Single-Center Cross-Sectional Stud... by K. N. Safarova, V. I. Makhina, K. D. Dorogoykina, A. P. Rebrov

“…We consider that potential protective effect of anemia, due to well-known pathophysiological patterns — a decrease in blood viscosity and the induction of nitric oxide synthesis, plays an important role. …”
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Prevalence, Risk Factors, and Antibiogram of Nontyphoidal Salmonella from Beef in Ambo and Holeta Towns, Oromia Region, Ethiopia by Endrias Zewdu Gebremedhin, Gezahegn Tafesse Soboka, Bizunesh Mideksa Borana, Lencho Megersa Marami, Edilu Jorga Sarba, Nega Desalegn Tadese, Hirut Abebe Ambecha

“…The Salmonella detection rate in abattoirs, butchers, and restaurants was 4.2% (5/118), 8.5% (10/118), and 4.2% (5/118), respectively. …”
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Scalable Clustering of Complex ECG Health Data: Big Data Clustering Analysis with UMAP and HDBSCAN by Vladislav Kaverinskiy, Illya Chaikovsky, Anton Mnevets, Tatiana Ryzhenko, Mykhailo Bocharov, Kyrylo Malakhov

“…Each dataset includes 153 ECG and heart rate variability (HRV) features, including both conventional and novel diagnostic parameters obtained using a Universal Scoring System. …”
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Fertility intention and its correlates with reproductive-aged married women in Ethiopia: an adapted theory of planned behavior (TPB) by Fitsum Tariku Fantaye, Solomon Abrha Damtew, Kelemua Menegesha Sene

“…The population continues to grow at a rate of 2.7 and fertility rates remain at 4.6. Fertility is one of the three key aspects in shaping population dynamics, as women’s fertility intention for children play a significant role in determining actual fertility rates. …”
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Evaluation of lung cancer early detection offered by the German Social Accident Insurance for formerly asbestos-exposed employees using low-dose computed tomography – setting and s... by Felix Greiner, Jan Heidrich, Helena Keller, Dirk Taeger, Thorsten Wiethege, Volker Harth

“…Primary endpoints are participation patterns, the rate of findings requiring further diagnostic investigation, the detection of lung cancer including tumour stage and characteristics, and the notification and recognition of asbestos-related occupational diseases. …”
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