Enhancing Emergency Response in Road Accidents: A Severity Prediction Framework Using RF-RFE and Deep Learning Model by Chaimaa Chaoura, Hajar Lazar, Zahi Jarir

“…The convolutional layers capture spatial patterns, while BiLSTM layers learn sequential dependencies. …”
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Purification, characterization, and anti-cancer activity of methionine gamma-lyase from a native strain of Pseudomonas mosselii for human cancer treatment by Matin Nasirian, Mohsen Mobini-Dehkordi, Pegah Khosravian

“…This study aims to purify and characterize L-methioninase from Pseudomonas mosselii and evaluate its potential anti-cancer properties. Methods and results MGL was purified through heat treatment, ion exchange chromatography, and gel filtration, achieving a 6-fold purification and a 58.43% recovery rate. …”
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Assessment of the Effect of Rosemary on Tomato Preservation. by Nanyanzi,Teopista

“…Thus, there is a pressing need for sustainable and cost-effective preservation methods, such as the adoption of rosemary extract, which offers safer alternatives capable of extending the shelf life of tomatoes, especially in resource-limited settings. …”
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Analyzing the Effects of Transplanting and Direct Seeding on the Growth and Yields of Green Pepper. by Natukunda, Tracy

“…Understanding the effects of these two methods on green pepper growth and yields is crucial for optimizing production practices and ensuring a successful harvest.…”
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Design and Modellingof a Pneumatic Vice Machine by Talemwa, Prosper

“…The design focuses on optimizing the pneumatic actuator mechanism to ensure consistent performance under varying load conditions. …”
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A deep learning strategy for accurate identification of purebred and hybrid pigs across SNP chips by Zipeng Zhang, Zhengwen Fang, Yongwang Du, Yilin He, Changsong Qian, Weijian Ye, Ning Zhang, Jianan Zhang, Xiangdong Ding

“…Our results showed the determination threshold for purebred had different effects, SVR, RF and Admixture were very sensitive to threshold values, their optimal threshold fluctuated in different scenarios, while MLP kept optimal threshold 0.75 in all cases. …”
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A multidisciplinary approach in determining of prevalence of coronary artery disease and treatment strategies in patients with pathology of the aorta and peripheral arteries by B. G. Alekyan, A. V. Pokrovsky, N. G. Karapetyan, А. Sh. Revishvili

“…The most important issues are the adequate diagnostics of artery systems’ lesions, determining the most optimal strategy and stages of treatment. This makes a multidisciplinary approach with the involvement of various specialists the most optimal.Aim. …”
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3-D Flood mapping from SWOT observations during extreme rainfall: a case study of Gangnan Reservoir by Jiaqi Yao, Mengran Wang, Nan Xu, Tong Liu, Fan Mo, Xue Li, Yongqiang Cao, Kebing Chen, Jinyan Sun, Hui Lu

“…A monthly flood estimation method was developed based on SWOT features and traditional hydrological models, using probability distribution functions and time series reconstruction to identify flood characteristics such as water level, volume, and peak timing. …”
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Timing of cochlear implantation in large vestibular aqueduct syndrome–a retrospective cohort analysis by Xiao Liu, Wanting Huang, Yunxiu Wang, Jingjing Xu, Lulu Xie, Lin Liu, Jia Chen

“…Clinical data, including newborn hearing screening (NBHS) results, methods of hearing loss identification, hearing levels at the initial audiological assessment (IAA), and patterns of hearing loss progression, were analyzed. …”
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The bibliometric and visualization analysis of alcohol-induced osteonecrosis of the femoral head: research trends and future directions (1998–2024) by Kai Pang, Huiying Li, Haifeng Chen, Zhentao Man, Dandan Wang, Wei Li

“…This study aims to provide a comprehensive overview of the global research landscape of AONFH, identifying key research hotspots, emerging trends, and future directions using both qualitative and quantitative bibliometric methods. Methods The Web of Science Core Collection was systematically searched for publications from 1998 to 2024 related to AONFH and identified 353 relevant articles. …”
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Impact of body-positive social media content on body image perception by Ana Maria Jiménez-García, Natalia Arias, Elena Picazo Hontanaya, Ana Sanz, Olivia García-Velasco

“…However, further research is required to clarify its long-term effects, develop standardized assessment methods, and identify the most effective strategies for diverse demographic groups. …”
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DASNet a dual branch multi level attention sheep counting network by Yini Chen, Ronghua Gao, Qifeng Li, Hongtao Zhao, Rong Wang, Luyu Ding, Xuwen Li

“…Computer vision offers a cost–effective and labor–efficient alternative, but existing methods still face challenges. Object detection–based counting often leads to overcounts or missed detections, while instance segmentation requires extensive annotation efforts. …”
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Methodology for Evaluating the Performance of a New Pulse Oximeter Model and Pulse Oximetry Algorithm in Neonates in a Clinical Trial (Exploratory Study) by T. S. Adylov, E. V. Shestak, V. Yu. Starkov

“…While evaluating a new domestically produced pulse oximeter model in clinical practice, we discovered a lack of references in Russian-language publications on clinical trial methodologies to assess device reliability and performance.The aim of the study is to create a methodology for conducting a multicenter, prospective, cohort, nonrandomized, controlled clinical trial evaluating a domestic pulse oximeter.Methods. …”
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The Relationship Between COVID-19 History and Arterial Vascular Elasticity Measured Using Accelerated Photoplethysmograph Analyzer in Medical Students by Tasya Zuhriya Putri, Nurfitri Bustamam, Tri Faranita, Agneta Irmarahayu

“…This study investigates the relationship between COVID-19 history and arterial vascular elasticity in medical students. Methods: This study used a case-control design and a purposive random sampling technique. …”
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Investigating the Performance of Epoxy Concentrations in the Self-Healing of Concrete. by Manzi, Evans Evalist

“…At 5% epoxy, there was a modest increase in strength, while the optimal concentration of 10% demonstrated a significant enhancement. …”
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Study on Prosthetic Hand Proprioception Feedback Based on Hybrid Vibro-Electrotactile Stimulation by Guangfei Wu, Wenqing Gu, Yi Luo, Xin Zhang, Lei Li, Jingming Hou, Haoyue Deng, Wensheng Hou, Lin Chen, Xing Wang

“…The proposed HyVE tactile feedback method effectively combines the advantages of electrotactile and vibrotactile stimulation, mitigating their respective limitations. …”
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Invasive laser acupuncture targeting muscle: a novel approach to protect dopaminergic neurons and reduce neuroinflammation in a brain of Parkinson’s disease model by Halin Jeon, Ju-Young Oh, Sora Ahn, Mijung Yeom, In Jin Ha, Hong-Seok Son, Seong-Eun Park, Juhan Park, Eugene Huh, In-Yeop Baek, Min-Ho Nam, Changsu Na, Myung Sook Oh, Hi-Joon Park

“…This study investigated the effects of invasive laser acupuncture (ILA), which combines acupuncture and photobiomodulation. In this method, optical fibers are inserted into the muscle layers of the acupoint to enhance therapeutic outcomes. …”
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Exploring Machine Learning Models for Vault Safety in ICL Implantation: A Comparative Analysis of Regression and Classification Models by Qing Zhang, Qi Li, Zhilong Yu, Ruibo Yang, Emmanuel Eric Pazo, Yue Huang, Hui Liu, Chen Zhang, Salissou Moutari, Shaozhen Zhao

“…Methods This retrospective study analyzed biometric and demographic data, including anterior chamber depth, white-to-white distance, and ICL size, among other variables. …”
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Magnetoelectric nanoparticle technology for mitigating motor deficits in Parkinsonian mice by David Dominguez-Paredes, Yasin Temel, Aleksandra Milojkovic, Daniëlle Mulder-Jongen, Prachi Kumari, Mario Ries, Kristen Kozielski, Ali Jahanshahi

“…Material and method: Herein, for the first time, we applied MENP-based STh-DBS in a Parkinson's disease (PD) model induced by 6-hydroxydopamine (6-OHDA) lesioning to evaluate their potential to alleviate motor deficits. …”
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Effects of therapeutic interventions on long COVID: a meta-analysis of randomized controlled trialsResearch in context by Chang Tan, Jiahao Meng, Xingui Dai, Baimei He, Pan Liu, Yumei Wu, Yilin Xiong, Heng Yin, Shuhao Wang, Shuguang Gao

“…Data were pooled using random-effects models, with sensitivity analyses (leave-one-out method) and Egger's test to assess robustness and publication bias. …”
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