Driving Pattern Analysis, Gear Shift Classification, and Fuel Efficiency in Light-Duty Vehicles: A Machine Learning Approach Using GPS and OBD II PID Signals by Juan José Molina-Campoverde, Juan Zurita-Jara, Paúl Molina-Campoverde

“…After a thorough evaluation, the KNN (Fine KNN) model proved to be the most effective, achieving an accuracy of 99.7%, an error rate of 0.3%, a precision of 99.8%, a recall of 99.7%, and an F1-score of 99.8%, outperforming other models in terms of accuracy, robustness, and balance between metrics. …”
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Feeding Preferences, Growth Patterns and Reproductive Characteristics of Fall Armyworm (<i>Spodoptera frugiperda</i>) Indicate the Potential of <i>Ficus</i> Tree as New Host Plant by Changqi Chen, Yan Wang, Yana Zhou, Zhu Liu, Zongbo Li, Yuan Zhang

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Distinct patterns of osteoradionecrosis after photon-based radiotherapy and carbon ion radiotherapy for unresectable adenoid cystic carcinoma of the head and neck: case series from... by Eivind Storaas, Marta D. Switlyk, Sigrun Dahl, Cecilie D. Amdal, Åse Bratland, Thuy-Tien M. Huynh, Hanne A. Eide, Barbara Vischioni, Ester Orlandi, Einar Dale

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An enhanced fusion of transfer learning models with optimization based clinical diagnosis of lung and colon cancer using biomedical imaging by N. A. S. Vinoth, J. Kalaivani, R. Madonna Arieth, S. Sivasakthiselvan, Gi-Cheon Park, Gyanendra Prasad Joshi, Woong Cho

“…The FTLMO-BILCCD technique implements a hybrid of temporal pattern attention and bidirectional gated recurrent unit (TPA-BiGRU) for classification. …”
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Speciation of Clinically Significant Coagulase Negative Staphylococci Isolates from Clinical Samples and their Susceptibility Pattern: A Cross-sectional Study from Western Uttar Pr... by Priya, Ismat Rehana, Anita Pandey, Rajesh Kumar Shah, Jitendra Kumar Chaudhary

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Smartphone-Based Sensing System for Identifying Artificially Marbled Beef Using Texture and Color Analysis to Enhance Food Safety by Hong-Dar Lin, Yi-Ting Hsieh, Chou-Hsien Lin

“…Experimental results reveal that the system achieves a recall rate of 95.00% for fat-injected beef, a misjudgment rate of 1.67% for non-fat-injected beef, a correct classification rate (CR) of 93.89%, and an F1-score of 95.80%, demonstrating its potential as a human-centered healthcare tool for ensuring food safety and transparency.…”
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Prevalence, antimicrobial resistance patterns, and associated factors of Staphylococcus aureus among different clinical specimens in Wad Medani, Sudan: a four-year, laboratory-base... by Yousif B. Hamadalneel, Marwa F. Alamin, Hifa O. Ahmed, Safa F. Eltoum, Elmuntasir Elamin

“…The overall S. aureus isolation rate was 39.1% (697/1784). The strains were primarily isolated from female patients (79.5%, 554/697), 38.9% of whom (271/697) were aged 30–44 years. …”
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Optimizing Lucerne Productivity and Resource Efficiency in China’s Yellow River Irrigated Region: Synergistic Effects of Ridge-Film Mulching and Controlled-Release Nitrogen Fertili... by Minhua Yin, Yuanbo Jiang, Yi Ling, Yanlin Ma, Guangping Qi, Yanxia Kang, Yayu Wang, Qiang Lu, Yujie Shang, Xiangrong Fan, Gangqiang Han, Boda Li, Jiapeng Zhu, Jinxi Chen, Haiyan Li

“…Plant height and stem diameter exhibited a quadratic response to elevated nitrogen (N) application rates under identical planting patterns, peaking at intermediate N levels before declining with further increases. (2) Ridge planting with both ordinary plastic film and biodegradable film combined with an appropriate N rate improved lucerne yield and quality. …”
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Admission Outcome and Antimicrobial Resistance Pattern of Bacterial Isolates among Neonates with Suspected Sepsis in Neonatal Intensive Care Unit at Dessie Comprehensive Specialize... by Genet Molla Fenta, Hiwot Ketema Woldemariam, Yeshi Metaferia, Abdurahaman Seid, Daniel Gebretsadik

“…Conclusion. The rate of bacterial growth was found to be high; E. coli and S. aureus were the predominant organisms. …”
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Bacterial Profile, Antimicrobial Susceptibility Patterns, and Associated Factors in Wound Infection Patients at Wad Medani, Sudan: A Four-year, Laboratory-based, Retrospective, Cro... by Yousif B. Hamadalneel, Osama A. Idris, Hifa O. Ahmed, Marwa F. Alamin, Samira M. Fageer, Yassen M. Abualgasim, Alaaeldeen M. Attaallah, Mohammed A. Taha

“…Conclusion: This study reported a high rate of bacterial growth. The most frequently isolated bacteria were S. aureus and E. coli. …”
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Numerical Investigation and Performance Evaluation of Boiling Slug Flow Regime of Water Vapor in Vertical Tubes by F. Sharifi, M. Hassani, R. Kouhikamali

“…To do so, heat and mass transfer during the flow motion is considered by the rate of mass and energy exchange between the phases and is added to governing equations. …”
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Genome-wide identification and function analysis of the sucrose phosphate synthase MdSPS gene family in apple by Li-hua ZHANG, Ling-cheng ZHU, Yu XU, Long LÜ, Xing-guo LI, Wen-hui LI, Wan-da LIU, Feng-wang MA, Ming-jun LI, De-guo HAN

“…Sucrose phosphate synthase (SPS) is a rate-limiting enzyme that works in conjunction with sucrose-6-phosphate phosphatase (SPP) for sucrose synthesis, and it plays an essential role in energy provisioning during growth and development in plants as well as improving fruit quality. …”
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Comparative Evaluation of Emergency Medical Service Trauma Patient Transportation Patterns Before and After Level 1 Regional Trauma Center Establishment: A Retrospective Single-Cen... by Hyeong Seok Lee, Won Young Sung, Jang Young Lee, Won Suk Lee, Sang Won Seo

“…Yearly comparisons revealed a gradually increasing trend in the hospital death rate (ptrend=0.031). Conclusions After establishing a level 1 RTC, the EMS transportation of severe trauma patients increased gradually along with the long-distance transportation of minor trauma patients. …”
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Improving Voice Spoofing Detection Through Extensive Analysis of Multicepstral Feature Reduction by Leonardo Mendes de Souza, Rodrigo Capobianco Guido, Rodrigo Colnago Contreras, Monique Simplicio Viana, Marcelo Adriano dos Santos Bongarti

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Risk Factors Promoting Early Cardiovascular Structure Disorders in Patients with Primary Hypothyroidism by A. V. Nikolaeva, L. T. Pimenov, V. G. Sufiyanov, M. V. Dudarev

“…Left ventricle remodeling, morphologic functional status of blood vessel wall and decrease of glomerular filtration rate are basically determined by such modified and non-modified factors as body mass index, age, duration of hypothyroidism and thyroid stimulating hormone level.…”
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Prevalence and Antimicrobial Susceptibility of Multi-Drug Resistant Uropathogens in a Tertiary Hospital in Nepal: A One-Year Audit by Manish Man Pradhan, Sangita Sharma, Sujeet Poudyal, Diwas Gnyawali, Suman Adhikari, Suman Chapagain, Bhojraj Luitel, Hari Prasad Kattel, Pawan Raj Chalise

“…Data were collected from the Electronic health records of the Microbiology department and analyzed using Microsoft Excel 16.0.0 and SPSS 30.0.0 software to determine the urine culture positivity rate, the prevalence of multidrug-resistant uropathogens, and their antimicrobial susceptibility patterns with a specific focus on resistance to commonly prescribed antibiotics. …”
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A Novel Approach to Faster Convergence and Improved Accuracy in Deep Learning-Based Electrical Energy Consumption Forecast Models for Large Consumer Groups by A. Jayanth Balaji, Binoy B. Nair, D. S. Harish Ram, Kuruvachan Kalluvelil George

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A hybrid ultra-short-term photovoltaic power prediction framework integrating ant colony optimization for clustering with Bi-GRU by Xinyi Liu, Zitao Wang, Yang Wang, Shanke Liu, Lijun Yu

“…Kendall’s Rank Correlation Coefficient is utilized as the core metric for feature selection to identify the optimal predictive feature subset, resulting in a 9-feature set that achieves the best predictive performance (R2 = 0.8153). Bidirectional Gated Recurrent Unit (Bi-GRU) models are independently constructed based on these scenario labels to enable scenario-adaptive predictions. …”
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Analysis of clinical features, prognosis and comprehensive therapeutic strategies in 261 patients with limited-stage esophageal small cell carcinoma by LIU Di, NI Jianjiao, ZHAO Kuaile, XIANG Jiaqing, ZHANG Zhen, ZHANG Junhua

“…This study aimed to analyse survival outcomes, prognostic factors, failure patterns and therapeutic strategies in patients with LS-SCEC. …”
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Discontinuation and switching patterns of tumour necrosis factor inhibitors (TNFis) in TNFi-naive and TNFi-experienced patients with psoriatic arthritis: an observational study fro... by Philip J Mease, Jeffrey D Greenberg, Chitra Karki, Mei Liu, YouFu Li, Bernice Gershenson, Hua Feng, Peter Hur

“…Times to and rates of discontinuation/switch of the index TNFi were compared between TNFi-naive and TNFi-experienced cohorts. …”
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