PhysioDimClassifier—imbalance data classifier model for IoMT-based remote patient monitoring systems by Sayyed Johar, G.R. Manjula

“…By analyzingsequence interruptions, the model improves the retention of imbalanced data patterns, reducing misclassification. Experimental validation demonstrates that PDCM enhances data accuracy by up to 12.61 %, improves imbalance data detection by 13.23 %, increases classification rate by 10.98 %, lowers data imbalance by 11.22 %, and decreases assessment time by 10.5 %. …”
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ON THE HEALTH OF PRESCHOOL CHILDREN OF KRASNODAR REGION RURAL LOCALITY by L. V. BATRAKOVA, P. V. NEFEDOV, I. S. ZACHARCHENKO

“…This study was performed to assess the state of health of preschool children from Krasnodar Region rural locality according to the incidence rate.Materials and methods. The study was conducted on the basis of six municipal preschool institutions in Krasnodar Region rural locality with the coverage of 855 preschool children aged 3 to 7 years.Results. …”
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Effect of Sodium Nitroprusside with Plant Growth Regulators on in vitro Propagation and Genetic Stability of ‘Barhee’ Date Palm (Phoenix dactylifera L.) by Al-Mayahi Ahmed Madi Waheed

“…Date palm micropropagation still faces many limitations in practical applications due to tissue browning, reduced callus growth and development, low organogenesis and multiplication efficiency, and low rooting rate. This study investigated the effects of sodium nitroprusside (SNP), a source of nitric oxide and plant growth regulators, on the growth attributes and some biochemical constituents of in vitro cultured ‘Barhee’ date palm. …”
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Analysing LULC transformations using remote sensing data: insights from a multilayer perceptron neural network approach by Khadim Hussain, Kaleem Mehmood, Sun Yujun, Tariq Badshah, Shoaib Ahmad Anees, Fahad Shahzad, Nooruddin, Jamshid Ali, Muhammad Bilal

“…The MLP-NN model demonstrated impressive performance, with a skill measure of 0.8724 and an accuracy rate of 89.08%. The accuracy of the LULC estimates for 2022 was verified by comparing them with observed data, ensuring the model’s reliability. …”
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Automated detection and identification of white-backed planthoppers in paddy fields using image processing by Qing YAO, Guo-te CHEN, Zheng WANG, Chao ZHANG, Bao-jun YANG, Jian TANG

“…We achieved a detection rate of 85.6% and a false detection rate of 10.2%. …”
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About development of expert possibilities for consideration of equipment projects and technological decisions by D. J. Lobach

“…The purpose of the research described in the article is to formulate and substantiate the methodology for analyzing quantitative patterns of parameters of projects, devices, systems and technologies, that can be used for relative or rating comparison of projected, planned or applied investigated objects without using long-term experimental or operational data.The proposed approach to the analysis of quantitative patterns makes it possible to conduct a primary assessment of the advantages of innovative technologies, acomparative assessment of the safety of technical complexes, a targeted pre-operational assessment of equipment parameters, and to form planned distinctive parameters for the implementation of experimental and commercial technical projects.…”
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Research kinetics of the monochloroacetic acid esterification by Yu. V. Karpenko, T. V. Panasenko, V. I. Hencheva, Ye. O. Karpun, M. D. Yarova

“…Based on the obtained results, it may be established that temperature increase from 100 ℃ to 120 ℃ leads to the decrease of the reaction rate constant, and the reaction progresses by one order faster. …”
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A retrospective study to understand the impact of flooding on natural selection and physical growth dynamics by Mithun Sikdar

“…With a 78.9% response rate, the study assessed height growth variation using the Preece and Baines Growth Curve Model 1. …”
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How to Study the Effects of Dietary Lipids on the Small Intestinal Microbiome? Methodological Design and Evaluation of the Human HealThy fAt, haPpy mIcRobiome (TAPIR) Proof-of-Conc... by Lonneke JanssenDuijghuijsen, Karen Fransen, Ruolei Deng, Corine Perenboom, Nicole de Wit, Guido Hooiveld, Mara van Trijp

“…There were no significant changes in gastrointestinal complaints and stool patterns during the study. Mean aspiration capsule retrieval rate was 94.7%, with mean sample weights per timepoint between 84.2 and 95.4 mg and median transit times between 32.8 and 49.3 h. …”
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Burnout is a predictor of high ten-year risk of cardiovascular disease among health workers in Ghana by Kennedy Dodam Konlan

“…Abstract Introduction Burnout is said to affect a quarter of health workers globally and this rate is said to be higher in resource-constrained settings like those in sub-Saharan Africa. …”
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Effects of crushed wheat straw with plastic film mulch on soil hydrothermal properties and water use efficiency of sunflower in the northwestern arid region of China by Jinxia Zhang, Fangfang Ren, Rui Zhang, Lin Ding, Fuqiang Li, Xuan Li, Tao Zhong, Meng Yin, Liangliang Du, Runheng Yang, Pengliang Tian

“…Sunflower seedling emergence rate followed the order of SF > F > S > N, and M1 > M2. …”
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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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Interface evolution of microdroplets in flow-focusing channels with varying aspect ratios by Luyao He, Bo Wang, Qingquan Liu, Xiaodong Chen

“…It is found that the scaling exponent of the minimum neck thickness increases with the continuous phase flow rate. Numerical simulations are carried out to illustrate the shape evolution of a droplet in three-dimensional space, allowing the calculation of the curvature distribution of the interface. …”
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The impact of urbanization on regional carbon sequestration in arid areas: A case study of Altay Region, Xinjiang, China by Jiaquan Wan, Tao Bai, Yongbin Ye, Peipei Shen, Fangqin Wang, Peixing Chen

“…The influencing factors of carbon sequestration, ranked from greatest to least impact, are: the proportion of the primary industry in GDP, urbanization rate, CO2 emissions, cropland area, energy intensity, per capita GDP, and temperature. …”
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Preschoolers in severely food insecure Guatemalan Mayan households consume a monotonous grain-based diet by Michele Monroy-Valle, Maira Ruano Estrada, María del Carmen Caamaño, Karla Cordón-Arrivillaga, Ginny Lane, Hassan Vatanparast

“…Beyond dietary monotony and poor nutritional quality, additional factors likely contribute to the high stunting rate, requiring further investigation.…”
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Global trends in dengue research in veterinary medicine (2019–2024): A bibliometric analysis of scientific output, collaborations, and thematic shifts by Fran Espinoza-Carhuancho, Cesar Mauricio-Vilchez, Lucia Quispe-Tasayco, Frank Mayta-Tovalino

“…The observed decline in publication rate underscores the need to reinvigorate research efforts. …”
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Rising Threats and Evolving Trends: Five Years of Urinary Tract Infection Prevalence in a Portuguese Hospital by Francisco José Barbas Rodrigues, Patrícia Coelho, Sónia Mateus, Miguel Castelo-Branco

“…<b>Results:</b> The positivity rate increased from 18.7% in 2018 to 22.7% in 2022, with a peak in 2019. …”
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COVID-19 global risk evaluation: rankings, reducing surveillance bias, and infodemic by Michał P. Michalak, Elżbieta Węglińska, Agnieszka Kulawik, Jack Cordes, Michał Lupa, Andrzej Leśniak

“…Conversely, the case fatality rate exhibited only a weak positive correlation with probabilistic metrics, though these correlations were not consistently statistically significant. …”
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Glycolysis/gluconeogenesis specialization in microbes is driven by biochemical constraints of flux sensing by Severin Josef Schink, Dimitris Christodoulou, Avik Mukherjee, Edward Athaide, Viktoria Brunner, Tobias Fuhrer, Gary Andrew Bradshaw, Uwe Sauer, Markus Basan

“…Moreover, decreasing both lag times simultaneously comes at the cost of reduced growth rate or higher futile cycling between metabolic enzymes. …”
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SUSCEPTIBLE VACCINATED INFECTED RECOVERED MODEL WITH THE EXCLUSIVE BREASTFEEDING AND ITS APPLICATION TO PNEUMONIA DATA IN INDONESIA by Purnami Widyaningsih, Ghufron Musta'in, Dewi Retno Sari Saputro

“…The free target can also be achieved by increasing the exclusive breastfeeding rate to 73.9% and the Hib vaccination rate to 0.22.…”
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