Computer analysis of the emotional modality of 20 million publications in PUBMED database indicates ways to increase the effectiveness of pharmacotherapy by identifying pseudoscien... by V. A. Maximov, I. Yu. Torshin, O. A. Gromova, A. N. Galustyan, I. V. Gogoleva, T. R. Grishina, A. N. Gromov, A. G. Kalacheva, Z. D. Kobalava, V. M. Kodentsova, O. A. Limanova, S. I. Malyvskaya, K. V. Rudakov, I. S. Sardaryan, A. I. Sorokin, L. V. Stakhovskaya, N. I. Tapilskaya, N. K. Tetruashvili, L. E. Fedotova, A. K. Hadzhidis

“…The paper formulates a method for analyzing the texts of biomedical publications, which is based on an algorithmic assessment of the emotional modality of medical texts (so-called sentiment analysis). The use of the topological theory of data analysis made it possible to develop a set of high-precision algorithms for identifying 16 types of sentiments (manipulative turns of speech, research without positive results, propaganda, falsification of results, negative personal attitude, aggressiveness of the text, negative emotional background, etc.). …”
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Enhancing Temperature Data Quality for Agricultural Decision-Making with Emphasis to Evapotranspiration Calculation: A Robust Framework Integrating Dynamic Time Warping, Fuzzy Logi... by Christos Koliopanos, Alexandra Gemitzi, Petros Kofakis, Nikolaos Malamos, Ioannis Tsirogiannis

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Global, Regional and National Burden of Low Back Pain in Adolescents Aged 10–19 years, 1990–2021: A Systematic Analysis of the Global Burden of Disease Study 20... by Wang S, Zhang S, Li M, Chen S, Chen Y, Song Y, Zhang X

“…The estimated annual percentage change (EAPC) was calculated based on the linear regression patterns of age-standardized rates and calendar years to represent the temporal trends of age-standardized rates. Data analysis and visualization were performed using the R software (version 4.2.2).Results: In 2021, global 10– 19 years old had 38,476,826 (95% UI, 29,229,615– 49,665,830) incident LBP cases, 19,234,452 (95% UI, 14,487,990– 24,798,451) prevalent cases, and 4,205,995 (95% UI, 2,713,716– 5,947,074) total YLDs. …”
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Data-driven segmentation of type 2 diabetes mellitus patients: an observational study on health care utilisation prior to an emergency department visit in Germany by Mirjam Rupprecht, Alessandro Campione, Yves Noel Wu, Antje Fischer-Rosinský, Anna Slagman, Dorothee Riedlinger, Martin Möckel, Thomas Keil, Thomas Keil, Thomas Keil, Lukas Reitzle, Cornelia Henschke, Cornelia Henschke

“…The aim of this study was to describe ED use and subsequent inpatient admissions among T2DM patients, and to segment the study population into homogenous subgroups based on disease stage, health care utilisation and process quality of outpatient care prior to an ED visit.MethodsThis study was conducted as part of the INDEED project, comprising data on 56,821 ED visits in 2016 attributable to 40,561 patients with T2DM from 13 German EDs, as well as statutory health insurance claims data from 2014 to 2016 retrospectively linked per patient. …”
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Manifold Adaptive Kernelized Low-Rank Representation for Semisupervised Image Classification by Yong Peng, Wanzeng Kong, Feiwei Qin, Feiping Nie

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Transformer-Based Vehicle-Trajectory Prediction at Urban Low-Speed T-Intersection by Jae Kwan Lee

“…A transformer model was developed to predict vehicle trajectory in urban low-speed T-intersections. Microscopic traffic simulation data were generated to train the trajectory-prediction model; furthermore, validation data focusing on atypical scenarios were also produced. …”
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Low-Power Indoor Positioning Algorithm Based on iBeacon Network by Xiaona Zhang, Shufang Zhang, Shuaiheng Huai

“…In this article, we use a low-power iBeacon network to conduct an in-depth analysis and research on the principle of indoor positioning and adopt an efficient and fast positioning algorithm. …”
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Suppression of additive periodic low-frequency interference on eddy current defectograms by Leonid Y. Bystrov, Artemy N. Gladkov, Egor V. Kuzmin

“…Eddy current flaw detection is one of the popular methods of non-destructive rail testing. The data (defectograms) obtained from eddy current flaw detectors during rail testing are produced in large volume and therefore need in efficient automatic analysis. …”
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Performance optimization solutions for NFV data plane by Yukai HUANG, Jinkun GENG, Ruilin LING, Dan LI

“…In recent years,network function virtualization (NFV) is arousing concern widely from both academia and industry due to its flexible deployment and low cost.However,the performance bottleneck becomes increasingly distinctive and hinders the progress of NFV technology.The major factors were studied which could seriously affect the performance of NFV data plane.Firstly,an analysis was conducted on the causes for various kinds of performance overheads.Then,the optimization solutions were summarized to mitigate these overheads.Finally,a brief introduction was made on two types of architecture,which could significantly improve the performance of NFV data plane.…”
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Performance optimization solutions for NFV data plane by Yukai HUANG, Jinkun GENG, Ruilin LING, Dan LI

“…In recent years,network function virtualization (NFV) is arousing concern widely from both academia and industry due to its flexible deployment and low cost.However,the performance bottleneck becomes increasingly distinctive and hinders the progress of NFV technology.The major factors were studied which could seriously affect the performance of NFV data plane.Firstly,an analysis was conducted on the causes for various kinds of performance overheads.Then,the optimization solutions were summarized to mitigate these overheads.Finally,a brief introduction was made on two types of architecture,which could significantly improve the performance of NFV data plane.…”
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Analysis of outlier villages with high under-five mortality rates in Malawi using mixed-effects logistic regression model residuals by Tsirizani Mwalimu Kaombe

“…This research demonstrates how residuals from hierarchical survival models can be utilised to connect higher-level and individual outliers within a mixed-effects logistic regression framework, allowing for a comprehensive analysis of unusual binary outcome data at both the community and individual levels.…”
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It is time to fix the low financing trap: public spending on education revisited by Keith M. Lewin

“…Purpose – This paper aims to explore whether there is a “low financing trap” that results in underfunding of education systems in low and lower middle income countries (LICs and LMICs). …”
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Low-frequency Magnetic Field Emission and Limited Value Inside EMUs by WANG Yi-min, YU Ding-hua, CAI Wan-yin

“…Based on the synthesized analysis of correlative standards and measurement data, requirement of low-frequency magnetic field limited value for EMUs was put forward, which is advantageous for drafting railway specification of electromagnetic radiation protection inside EMUs.…”
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The Impact of Photovoltaic Installations on Changes in Voltage Levels in the Low-Voltage Network by Anna Gawlak, Mirosław Kornatka

“…More than 100 distinct simulations were conducted, exploring various locations and power capacities of photovoltaic installations and utilizing authentic annual profiles for both electrical loads and photovoltaic generation. From the analysis of the data obtained, relationships that enable the determination of voltage changes induced by photovoltaic connections at any node within the low-voltage circuit were established. …”
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Low-cost Coupon design based on PCIe Gen5 signal by Liu Tao, Zong Yanyan, Wang Qianhui, Qin Yuqian, Tian Minzheng, Yu Huaguo

“…Although the technology is mature, there are still many problems such as large space occupation and poor data stability. Based on the low-cost requirements of product design, this paper researches on the low-cost Coupon design of PCIe Gen5 signal. …”
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Clinicopathologic and proteomic characteristics of low-grade undifferentiated spindle cell sarcoma by Yani Wei, Hongjun Li, Shujin He, Min Li, Yongyu Chen, Huijuan Shi, Anjia Han

“…We conducted a comprehensive mass spectrometry (MS) proteomic analysis on USCSs and compared the clinicopathologic characteristics of low-grade USCSs and UPSs. …”
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Approach of detecting low-rate DoS attack based on combined features by Zhi-jun WU, Jing-an ZHANG, Meng YUE, Cai-feng ZHANG

“…LDoS (low-rate denial of service) attack is a kind of RoQ (reduction of quality) attack which has the characteristics of low average rate and strong concealment.These characteristics pose great threats to the security of cloud computing platform and big data center.Based on network traffic analysis,three intrinsic characteristics of LDoS attack flow were extracted to be a set of input to BP neural network,which is a classifier for LDoS attack detection.Hence,an approach of detecting LDoS attacks was proposed based on novel combined feature value.The proposed approach can speedily and accurately model the LDoS attack flows by the efficient self-organizing learning process of BP neural network,in which a proper decision-making indicator is set to detect LDoS attack in accuracy at the end of output.The proposed detection approach was tested in NS2 platform and verified in test-bed network environment by using the Linux TCP-kernel source code,which is a widely accepted LDoS attack generation tool.The detection probability derived from hypothesis testing is 96.68%.Compared with available researches,analysis results show that the performance of combined features detection is better than that of single feature,and has high computational efficiency.…”
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Evaluation of the influence of various factors on the productivity in low-temperature power plants by O. V. Tremkina, E. V. Blagin, R. A. Panshin, V. I. Shikhalev

“…An analysis of the array of data obtained from various articles is given, describing the state of complexes that use low-potential heat of the cryogenic product. …”
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Prevalence and factors associated with low birth weight in full-term newborns by Rubia Mariana de Souza Santos, Sonia Silva Marcon, Verônica Francisqueti Marquete, Aroldo Gavioli, Ana Maria Nunes da Silva, Viviane Cazetta de Lima Vieira, Andrea Grano Marques

“…In the multiple analysis, the association of low weight with the number of prenatal consultations, newborn’s birth order, and sex were observed. …”
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Eliminating School Fees in Low-Income Countries: A Systematic Review by Claire Morgan, Anthony Petrosino, Trevor Fronius

“…Research Design: Systematic review; narrative synthesis Data Collection and Analysis: We identified eligible experimental and quasi-experimental studies through extensive searching, including hand searches, examining grey literature, and contacting experts in the field. …”
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