A Comparative Analysis of Machine Learning Algorithms for Classification of Diabetes Utilizing Confusion Matrix Analysis by Maad M. Mijwil, Mohammad Aljanabi

“…Mainly, logistic regression and Adaboost had a classification rate above 92%, and the naive bayes algorithm achieved a classification rate above 90%. …”
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Epidemiology of invasive meningococcal disease in Novosibirsk region during 1992–2015 by I. Ya. Izvekova, E. I. Krasnova

“…Aim: To study the epidemiological patterns of invasive meningococcal disease in Novosibirsk region within a time period from 1992 to 2015.Methods: retrospective comparative epidemiological analysis.Results: During the analyzed period the annual incidence rate of invasive meningococcal disease was higher than average annual incidence rate in Russian Federation. …”
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Personal recognition using finger knuckle shape oriented features and texture analysis by K. Usha, M. Ezhilarasan

“…The experimental results confirm that, our proposed method shows a high recognition rate of 98.72% with lower false acceptance rate of 0.06%.…”
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Sports Orthopedics by Neumayr L, Schmitt H

“…Overall, a typical pain pattern after playing polo (without missing play) was observed in the lumbar spine, groin, and hitting arm.Conclusions: Although the injury rate was low, the severity was quite high. …”
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Evolving Nature of Human Contact Networks with Its Impact on Epidemic Processes by Cong Li, Jing Li, Xiang Li

“…Besides, we observe that individuals who establish social ties with a small exploring rate are still able to induce an endemic which prevails in the networks. …”
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Behavioural rhythms of two amphipod species Marinogammarus marinus and Gammarus pulex under increasing levels of light at night. by Charlotte N Underwood, Alex T Ford, Samuel C Robson, Herman Wijnen

“…Artificial light at night (ALAN) is proliferating at an alarming rate across the globe, particularly around aquatic habitats. …”
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Effects of Heat Transfer Characteristics of R32 and R1234yf with Al2O3 Nanoparticle through U-Bend Tube Evaporator by Latifur Islam, Dipayan Mondal, Md. Ashraful Islam, Palash Das

“…After the bend, the frictional pressure drop increased at a higher rate than before the bend, and the vapor fraction increased at a higher rate.…”
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Unobtrusive stress detection using wearables: application and challenges in a university setting by Peter Neigel, Andrew Vargo, Benjamin Tag, Koichi Kise

“…We identify potential stress patterns by observing elevated waking heart rate (HR) and maximum waking HR, supported by related metrics such as sleep HR, sleep heart rate variability (HRV), activity patterns, and sleep phases.ResultsThe physiological changes align with significant academic and societal events, indicating a strong link to stress.DiscussionOur findings demonstrate the potential of consumer wearables to detect collective changes in stress biomarkers within a cohort using in-the-wild data, i.e., data that is noisy and has gaps. …”
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Geospatial technology based shoreline change analysis (1992–2022) and predictive forecast modeling for 2032 and 2042, utilizing DSAS, along the eastern coast of India by Harikrishna S., Gurugnanam B., Bairavi S.

“…The study found that the maximum erosion in the study area is 4.1 m/yr (end point rate (EPR)) and 4.21 m/yr (linear regression rate (LRR)) at the Maravakkadu coastal region, and the maximum accretion is 3.75 m/yr (EPR) and LRR of 4.12 m/yr at the Mettupalayam coast. …”
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Whisper Automatic Speech Recognition and GPT Large Language Models as Best Practice for Assessing Communication Progress in Autism Spectrum Disorder by Naela Fauzul Muna, Mukhammad Andri Setiawan

“…Whisper achieved a low Word Error Rate (WER) for mild autism (average 5%) and a higher rate for moderate autism (average 23%). …”
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Language Variation and Perception: Subject Pronominal Expression in Native and Non-Native Mandarin Chinese by Xinye Zhang, Aini Li, Xiaoshi Li

“…Mixed-effects regression models reveal that native and non-native Mandarin listeners shared similar perception patterns of SPE. SPE rate serves as a significant structural constraint for both native and non-native perception. …”
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Sensitization to inhaled and food allergen sources in patients with allergic diseases in Eastern China by Zhibang Hu, Zhibang Hu, Chunhui Wang, Jianrong Xue, Shiyu Yang, Yongzheng Bao, Yunhui Wu, Xiaoju Hou, Yishake Kaiseer, Jing Ma

“…The highest sIgE-positive rate for inhaled allergen sources was observed in the 11–15 years group, and the positive rates of sIgE for food allergen sources decreased with advancing age. …”
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Justifying the use of structure-forming agents to increase storability of confectionery products with the foamy structure by N. B. Kondratev, O. S. Rudenko, E. V. Kazantsev, I. A. Belova, N. A. Petrova

“…Thus, the addition of gelatin makes it possible to reduce the rate of moisture transfer by approximately 2–3 times. …”
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Incidence and reasons for biologic and targeted synthetic DMARD switching in juvenile idiopathic arthritis: a real- life stratified analysis by Daniel Clemente, Leticia Leon, Juan Carlos Nieto-Gonzalez, Alina Lucica Boteanu, Laura Trives Folguera, Antía Asunción García-Fernández, Helena Amar Muñoz, Aliuska Palomeque, Juan Carlos López Robledillo, Lydia Abasolo

“…The primary outcomes were switching rates and switching due to inefficacy. Incidence rates (IR) were calculated per 100 patients-year. …”
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Parameter optimization and mechanism analysis of pepper spring-tooth drum picking device based on DEM by Jiaxuan Yang, Jin Lei, Xinyan Qin, Shiguo Wang, Yang Liu, Chengfu Wang

“…The optimization results showed that the loss rate (η1) and picking rate (η2) achieved optimal values of 5.66 % and 85.90 %, respectively, at a rotation speed of 170 r/min, a forward speed of 0.61 m/s and a spring-tooth angle of 17° Bench tests revealed a loss rate of 6.07 % and a picking rate of 90.23 %, with relative errors of 7.24 % and 5.04 % respectively compared to the simulation outcomes. …”
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The Response to Hydrological Regime Change of Nitrogen Transformation Processes at the Sediment‐Water Interface of Seasonal Floodplain Lakes: Insights From the Yangtze River‐Poyang... by Zhongtian Zhang, Guangqiu Jin, Hongwu Tang, Haiyu Yuan, Hexiang Chen, Qi Zhang

“…Furthermore, the nitrification rate at the sediment‐water interface escalates by 28.5%, and the denitrification rate increases by 21.3% owing to pronounced alterations in the hydrological regime. …”
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Comparison of peripheral nerve injury outcomes between COVID-19 survivors and non-COVID rehabilitation inpatients: A retrospective study by Antonio Mondríguez-González, Brian M. Rothemich, Manasi Sheth, Kevin N. Swong, Colin K. Franz

“…COVID-19 patients have elevated rates of medical comorbidities, including risk factors for acquired PNI, such as diabetes mellitus and obesity. …”
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Trends in type 1 diabetes incidence among children and adolescents in Bursa (2015-2022): impact of the COVID-19 pandemic and demographic insights by Yasemin Denkboy Öngen, Özlem Kara, Emine Demet Akbaş, Güven Özkaya, Erdal Eren

“…Diabetic ketoacidosis (DKA) rates showed a significant rise over time, particularly in severe DKA cases during the pandemic. …”
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The clinical spectrum and cost implications of hospitalised HIV-infected children at Karl Bremer Hospital, Cape Town, South Africa by C.S. Schoeman, Michael K. Pather

“…Worksheets were used to record any costs incurred, which were calculated at rates applicable to 2001. This was done daily during admission. …”
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Phenotypic and molecular analysis of Pseudomonas aeruginosa virulence and association with antibiotic resistance in Egypt by Salah AI Ali, Aya A Ghamry, Amal M Soliman, Abdullah M Abdo, Nagwan G El-Menofy, Manal M Al-Gerby, Haytham K Mahrous

“…Results: Aztreonam showed the highest resistance rate among MDR (94.7%) and ceftazidime showed the highest resistance rate among non-MDR isolates (44.2%). …”
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