Interpretable Deep Learning Models for Arrhythmia Classification Based on ECG Signals Using PTB-X Dataset by Ahmed E. Mansour Atwa, El-Sayed Atlam, Ali Ahmed, Mohamed Ahmed Atwa, Elsaid Md. Abdelrahim, Ali I. Siam

“…Manual ECG interpretation is labor-intensive and susceptible to errors, highlighting the demand for automated, scalable approaches. …”
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Clinical and Genetic Findings of the First Report of PAPA Syndrome in Brazil by Sérgio Júlio Fernandes, Maria Isabel Valdomir Nadaf, Nauro Hudson Monteiro, Izabel Nazira Nadaf, Cleiton Ribeiro Lélis, Bianca Yumi Takano, Bárbarah Gabriella de Camargo Monteiro, Nyvea Gabriella de Camargo Monteiro, Olga Akiko Takano, Leonardo Oliveira Mendonça

“…In both, recurrent infections or recurrent inflammation, many genes involved in the inborn errors of immunity can be associated, and a correct and precocious diagnosis is necessary to avoid mobility and mortality. …”
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Areas of energy advantage for flowsheets of separation modes for mixtures containing components with similar volatilities by M. E. Peshekhontseva, M. A. Maevskiy, I. S. Gaganov, A. V. Frolkova

“…The simulation was based on the Wilson local composition equation. The relative errors in the description of the phase equilibrium did not exceed 3%.Results. …”
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Root canal volume change and transportation by Vortex Blue, ProTaper Next, and ProTaper Universal in curved root canals by Hyun-Jin Park, Min-Seock Seo, Young-Mi Moon

“…Also, VB files showed unique inward transportation tendency in the apical area.ConclusionsOther than PTN produced less amount of transportation than PTU at 3 mm level, all 3 file systems showed similar level of canal volume change and transportation, and VB file system could prepare the curved canals without significant shaping errors.…”
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The association between stereoscopic vision and cognitive function on community-dwelling older adults: a cross-sectional study by Yeon Jung Park, Hyun Jin Cho, Kiyoung Kim, Chang Won Won, Miji Kim

“…Poor stereopsis was negatively associated with cognitive function scores in word list memory, word list recall, Trail Making Test-A errors, Trail Making Test-A response time and frontal assessment battery (p <.05). …”
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Modelling the seasonal epidemics of respiratory syncytial virus in young children. by Hannah C Moore, Peter Jacoby, Alexandra B Hogan, Christopher C Blyth, Geoffry N Mercer

“…<h4>Conclusions</h4>Our age-structured model based on routinely collected population laboratory data accurately captures the observed seasonal epidemic curves. …”
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The Chinese version of the autonomy preference index for advanced cancer patients: a study on cultural adaptation based on cognitive interview by Chao Yan, Yonghong Li, Ji Ai, Shenghuan Yang

“…The second round of interviews confirmed that the interviewees could correctly understand the content of the entries without further modifications. Conclusions ① Cognitive interviews can address discrepancies in the understanding of scale items among the target population and mitigate measurement errors stemming from item content ambiguity. ② Targeted questionnaire revisions have improved the accuracy, reliability, and applicability of the Chinese version of the API questionnaire. …”
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Respondent driven sampling: determinants of recruitment and a method to improve point estimation. by Nicky McCreesh, Andrew Copas, Janet Seeley, Lisa G Johnston, Pam Sonnenberg, Richard J Hayes, Simon D W Frost, Richard G White

“…<h4>Conclusions</h4>Data collected from recruiters on the characteristics of men to whom they offered coupons may be used to reduce bias in RDS studies. …”
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Electrolytic coating of iron-chromium alloy of sulphate-chloride electrolyte in machine parts recovery process modelling by A. S. Lanuta, Yu. V. Shtefan, V. К. Fiodorov, N. I. Korneichuk

“…The mathematical processing using modern statistical data processing tools that excluded possible errors, let to obtain the dependence of factors with the necessary accuracy was carried out.Results. …”
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Variance in brain volume with advancing age: implications for defining the limits of normality. by David Alexander Dickie, Dominic E Job, David Rodriguez Gonzalez, Susan D Shenkin, Trevor S Ahearn, Alison D Murray, Joanna M Wardlaw

“…<h4>Results</h4>In both the normal and AD sample, mean regression estimates of brain tissue volume often did not accurately represent percentile rank estimates (errors=-74% to 75%). In the normal sample, mean estimates generally underestimated differences in brain volume at percentile ranks below the mean. …”
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Firearm safe storage practices among firearm owners in rural and urban households by Yi-Fang Lu, Victor A. Soupene

“…Unadjusted and adjusted relative risks (with 95% confidence intervals) were calculated using Poisson regression models with robust standard errors. Results One third of rural (34.71%) and urban (34.33%) firearm-owning households stored at least one firearm loaded. …”
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Femtosecond laser-assisted keratopigmentation outcomes for pure cosmetic purposes by Jorge Alio, Azad Sanginabadi, Amir Theodore Hojabr, Behzad Jafari

“…The presence of horizontal and vertical coma and trefoil aberrations, as well as spherical and HOA (Higher Order Aberration) errors, does not have statistically significant meaning. …”
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Distinction between the concepts of mathematical and logical modeling by E. N. Kolybenko

“…Mathematical simulation is used to operate material objects in the control processes of their transformations through cutting methods, i.e. imperfectly, considering heterogeneous errors. Between the organization systems under study and management processes in them, there are information and logical links of their organic unity, which deny their separate consideration. …”
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Trends in the prevalence and intensity of soil-transmitted helminth (STH) infection in Ethiopia 2000 to 2023: a systematic review by Birhan Mengistu, Rosie Maddren, Ben Collyer, Roy M. Anderson

“…Prevalence estimates and their standard errors were extracted for each period, and pairwise comparisons of estimates between consecutive periods were performed, with P-values computed to assess the statistical significance in the changes recorded. …”
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The WSN Localization Algorithm Integrating Ranging Correction and Spider Wasp Optimization by YU Xiu-wu, XIAO Lin, LIU Yong, YE Lai

“…ObjectiveIn the context of node localization in wireless sensor networks (WSNs), the non-range-based DV-Hop algorithm suffers from significant localization errors due to the inaccuracies in hop count estimation and the neglect of actual node distances. …”
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A T2 weighted imaging-based radiomics nomogram for the classification of hepatic blood-rich lesions: hepatocellular carcinoma and benign liver lesions by Chen Yang, Boburjon Turgunov, Fandong Zhu, Yang Xia, Jianfeng Zhou, Zhenhua Zhao

“…Conclusions The T2WI-based radiomics nomogram effectively differentiated HCC from blood-rich BLLs, and might be an adjunct to conventional imaging.…”
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Quantitative assessment of lugers’ nutrition in the annual training cycle by Małgorzata Bagińska, Małgorzata Morawska-Tota, Łukasz Tota

“…The dietary errors shown in the study group may affect sports performance. …”
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A Systematic Literature Review on the Application of Automation in Logistics by Bárbara Ferreira, João Reis

“…By exploring the scientific literature on AI and automation in logistics, this article seeks to unravel critical insights into the practical application of automation, thus bridging the existing research gap in the logistics industry. <i>Conclusions</i>: the findings underscore the impact of artificial intelligence and robot-driven logistics on improving operational efficiency, reducing errors, and enhancing competitiveness. …”
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Volume Estimation of Land Surface Change Based on GaoFen-7 by Chen Yin, Qingke Wen, Shuo Liu, Yixin Yuan, Dong Yang, Xiankun Shi

“…Therefore, the main content and conclusions of this paper are as follows: (1) A method for Automatic Control Points Extraction from ICESat-2/ATL08 products was developed, integrating Land cover types and Phenological information (ACPELP), achieving a mean absolute error (MAE) of 1.05 m in the horizontal direction and 1.99 m in the vertical direction for stereo change measurements. …”
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Evaluating healthcare quality and inequities using generative AI: a simulation study of potentially inappropriate medication among older adults analyzed via the framework analysis... by Johan Öberg, Raquel Perez-Vicente, Martin Lindström, Patrik Midlöv, Juan Merlo

“…The analysis requires close supervision, as the GPT presents both errors and correct results with confidence. Conclusions Generative AI and LLMs show promise in supporting standardized monitoring of healthcare quality and equity using the AIHDA-framework. …”
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