Multi-scale spatio-temporal graph neural network for urban traffic flow prediction by Hui Chen, Jian Huang, Yong Lu, Jijie Huang

“…On the four datasets, the average improvement rates of the three prediction accuracy metrics, namely the Mean Absolute Error (MAE), Root Mean Square Error (RMSE), and Mean Absolute Percentage Error (MAPE), reach 17.69%, 15.65%, and 10.30% respectively.…”
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Deep RNA sequencing of pectoralis muscle transcriptomes during late-term embryonic to neonatal development in indigenous Chinese duck breeds. by Chunhong Zhu, Weitao Song, Zhiyun Tao, Hongxiang Liu, Wenjuan Xu, Shuangjie Zhang, Huifang Li

“…A total of 393 differentially expressed genes (DEGs) were identified, which showed higher or lower expression levels at E27 compared with E21 and 5 dph, reflecting the pattern of PM growth rates. Among these, 43 DEGs were common to all three time points in both duck breeds. …”
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Feedback-Driven Dynamical Model for Axonal Extension on Parallel Micropatterns by Kyle Cheng, Udathari Kumarasinghe, Cristian Staii

“…In these environments, axons preferentially align with the pattern direction, form bundles, and advance at constant speed. …”
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Evaluation of effectiveness of transcranial mesodiencephalic modulation within comprehensive treatment of pulmonary tuberculosis patients with various comorbidities by O. A. Serov, O. A. Smolentseva

“…Two months after the start of the study, in Group 1, positive radiological changes were recorded more often – in 91,7% (22/24), in Group 2, positive changes were observed in 62,5% (15/24) of patients (p=0,047; χ2); the same pattern was observed with positive changes of laboratory rates – 91,7% (22/24) versus 66,7% (16/24), (p=0,033; χ2), respectively. …”
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Multi-mode selective OFDM index modulation transmission scheme by GUO Yi, ZHU Yuchen, WANG Yiqing, LIU Gang, FU Shaozhong

“…The proposed scheme achieved better bit error rate performance by designing distinguishable signal constellations so that the Euclidean distances between adjacent constellation points within and between pattern groups were equal. …”
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Understanding the etiology of diarrheal illness in Cambodia in a case-control study from 2020 to 2023 by Paksathorn Kietsiri, Siriporn Sornsakrin, Samon Nou, Wilawan Oransathid, Dutsadee Peerapongpaisarn, Wirote Oransathid, Panida Nobthai, Patcharawalai Wassanarungroj, Siriphan Gonwong, Pimmada Sakpaisal, Nuanpan Khemnu, Somethy Sok, Sokh Vannara, Chiek Sivhour, Sidonn Krang, Ly Sovann, Em Sovannarith, Woradee Lurchachaiwong, Sidhartha Chaudhury, Nattaya Ruamsap, Paphavee Lertsethtakarn

“…Bacterial isolates were tested for antibiotic resistance patterns. From enrolled diarrhea cases, 533 stool samples (58%) were positive for enteric pathogens, compared to 389 samples (49%) in controls, underscoring the high carriage rate of enteric pathogens in this population as well as the difficulties in establishing the etiology of diarrhea cases. …”
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Complementary detection strategies for circulating tumor cells in breast cancer: clinical implications of combining immunofluorescence and cytopathological staining by Tanja Jesenko, Tanja Jesenko, Cvetka Grasic Kuhar, Cvetka Grasic Kuhar, Ziva Pisljar, Ziva Pisljar, Simona Miceska, Simona Miceska, Veronika Kloboves-Prevodnik, Veronika Kloboves-Prevodnik, Veronika Kloboves-Prevodnik, Maja Cemazar, Maja Cemazar, Maja Cemazar

“…Giemsa staining enabled the detection of a higher number of CTCs compared to our IF protocol. Lower detection rate was potentially due to the loss of fragile or loosely adherent cells during methanol fixation and IF staining. …”
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Preliminary Analysis of a Novel Spaceborne Pseudo Tripe-Frequency Radar Observations on Cloud and Precipitation: EarthCARE CPR-GPM DPR Coincidence Dataset by Zhen Li, Shurui Ge, Xiong Hu, Weihua Ai, Jiajia Tang, Junqi Qiao, Shensen Hu, Xianbin Zhao, Haihan Wu

“…Several cases analyses reveal clear contrasts: In stratiform precipitation regions, W-band radar reflectivity is higher above the melting layer than below, whereas the opposite pattern is observed in the Ku and Ka bands. Doppler velocities exceeding 5 m s⁻¹ and precipitation rates surpassing 30 mm h⁻¹ exhibit strong positive correlations in convection-dominated regimes. …”
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Thermogravimetric data suggest synergy between different organic fractions and clay in soil structure formation by Ivan Šimkovic, Andrej Hrabovský, Adela Joanna Hamerníková, Silvia Ihnačáková, Pavel Dlapa

“…The RS values were significantly correlated (r > 0.7, p < 0.001) with the rate of water desorption (T < 200 °C) and SOM degradation (200 – 570 °C). …”
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Determinants of smoking and smoking cessation among health professionals in Serbia: A cross-sectional study by Krstev Srmena, Marinković Jelena, Simić Snežana, Jovićević Ana, Marković-Denić Ljiljana

“…Standard statistical methods were used to calculate prevalence rates, and multivariate logistic regressions to evaluate independent predictors of smoking pattern. …”
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Research on Data Repair of Pile-Type Adjustable Wind Turbine Foundation Monitoring Based on FST-ATTNet by WEI Huanwei, ZHAO Jizhang, ZHENG Xiao, TAN Fang, LIU Cong

“…In the time domain, Bidirectional Gated Recurrent Units (BiGRU) capture both forward and backward dependencies within the time series, ensuring a comprehensive understanding of local sequence patterns. …”
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The Use of 3D Convolutional Autoencoder in Fault and Fracture Network Characterization by Feng Xu, Zhiyong Li, Bo Wen, Youhui Huang, Yaojun Wang

“…Conventional pattern recognition methods directly use 1D poststack data or 2D prestack data for the statistical pattern recognition of fault and fracture network, thereby ignoring the spatial structure information in 3D seismic data. …”
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Prevalence of Moraxella Catarrhalis as a Nasal Flora among Healthy Kindergarten Children in Bhaktapur, Nepal by Neetu Amatya, Govinda Paudel, Bhuvan Saud, Sunita Wagle, Vikram Shrestha, Bibhav Adhikari

“…Using bivariate and multivariate analysis, the associated risk factors with significantly high carriage rates were age group of 3–4 years, classroom occupancy with 15–30 children, and antibiotic consumption within 6 months, with a p value of ≤0.05 in each of the cases. …”
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Video-assisted surgery in the treatment of early corpus uteri cancer by T. M. Kochoyan, D. V. Komov, R. A. Kerimov, S. Yu. Sletina, A. V. Logachev

“…Overall and relapse-free survival rates were comparable in the two groups and did not depend on the technique of surgical intervention.…”
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The burden of colorectal cancer attributable to diet low in whole grains from 1990 to 2021: a global, regional and national analysis by Yuting Ma, Jinghuai Ni, Pingping Mei, Yan Chen, Xiutian Guo

“…BackgroundColorectal cancer (CRC) is a major global health issue, with rising incidence and mortality rates. Dietary factors, especially whole grains consumption, are critical in determining CRC risk. …”
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Collective and individual adaptation of rice farmers to climatic variability in the Vietnamese Mekong Delta by Hieu Hong Hua, Minh Anh Nguyen, Thuy Thanh Thi Ngo

“…It systematically explores the patterns of climate variability and their profound impacts on rice production across diverse areas within the delta. …”
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Evaluation of Artesunate-mefloquine as a Novel Alternative Treatment for Schistosomiasis in African Children (SchistoSAM): protocol of a proof-of-concept, open-label, two-arm, indi... by Emmanuel Bottieau, Achilleas Tsoumanis, Yven Van Herrewege, Diana Arango, Christophe Burm, Badara Cisse, Souleymane Mboup, Clémentine Roucher, Isabel Brosius, Moustapha Mbow, Babacar Thiendella Faye, Annelies De Hondt, Bart Smekens, Linda Paredis, Idzi Potters, Katja Polman

“…The trial’s primary endpoints are the efficacy (cure rate (CR), assessed by microscopy) and safety (frequency and pattern of drug-related adverse events) of one AM course versus PZQ at 4 weeks after treatment. …”
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Business Intelligence Model of Regional Hospitals using HGOD Discovery by Hengki Hengki, Rahmat Gernowo, Oky Dwi Nurhayati

“…Based on data from the Regional General Hospital in the Bangka Belitung Islands province, the Gross Death Rate (GDR) is the general death rate for every 1000 patients discharged of 108,430 compared to the health department standard of <45. …”
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Spatiotemporal Change in Climate Variables and Resources of Wind， Solar Radiation and Precipitation in Qinghai Province from 1961 to 2021 by Meixia DUAN, Miaoni GAO, Han JIANG, Runhong XU, buda SU, Tong JIANG

“…In order to evaluate the potential of wind， solar radiation and precipitation in guaranteeing the development of clean energy comprehensively， this study analyzed the temporal and spatial changes in climate variables and resources of wind speed， solar radiation and precipitation in Qinghai Province throughout the year and four seasons from 1961 to 2021 based on the observation data of daily 10-meter-height wind speed， sunshine duration and precipitation at 51 meteorological stations.The results are as follows： （1） The annual average wind speed， solar radiation and precipitation in Qinghai Province are 2.67 m·s-1， 6084.2 MJ·m-2， and 299.7 mm， respectively.Wind speed tends to be higher in the western regions and lower in the east， which exceeds 3 m/s and reaches the standard for wind energy resource development in western Qinghai.The annual solar radiation in the entire Province exceeds 5040 MJ·m-2， and reaches the "very rich" level according to China Solar energy GB Standards.The solar radiation of Qaidam Basin is at its highest abundance level， which is ideal for solar energy resource development.Precipitation generally decreases from southeast to northwest.The resources of wind， solar radiation， and precipitation in Qinghai Province exhibits seasonal complementarity， characterized by a pattern of “strong winds， good sunlight， and less water in spring， whereas weak winds， good sunlight， and abundant water in summer”.（2） Under climate change， the annual average wind speed and total solar radiation in Qinghai Province show a significant decrease at rates of 0.16 m·s-1·10a-1and 29.04 MJ·m-2·（10a）-1， respectively.The western and central parts of Haixi are most affected by these changes， but the wind speed and solar radiation still remain within the acceptable range for wind energy and photovoltaic resource development.Meanwhile， precipitation increases significantly at a rate of 8.85 mm·（10a）-1， with the largest increase observed in western Yushu， eastern Haixi and northern Guoluo.The most significant decrease in wind speed is observed in spring， while summer solar radiation decreases at the fastest rate but with a substantial increase in precipitation.The changes in solar radiation and precipitation could be ascribed to the increased cloud cover in this region.（3） The changes in the areas where wind speed and solar radiation meet suitable development standards in Qinghai Province are not significant with reduced variabilities， which could ensure the stable development of clean energy.Wind energy resources in western Qinghai （such as Tanggula Mountains）， solar energy resources in the Qaidam Basin， and water energy resources in the three major river basins of the Yangtze River， Yellow River， and Lancang River have great potential for development.Overall， the results provide a theoretical foundation for the development of a balanced clean energy system encompassing wind， solar and hydropower.This contributes to achieving national "dual carbon" goals and enhancing the high-quality development of Qinghai Province.…”
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A multi-voter multi-commission nearest neighbor classifier by Suyanto Suyanto, Prasti Eko Yunanto, Tenia Wahyuningrum, Siti Khomsah

“…Compared with two single-voter models: KNN and Bonferroni Mean Fuzzy k-Nearest Neighbors (BM-FKNN), the proposed MVMCNN also gives lower mean error rates as well as higher Precision, Recall, and F1 Score, indicating that the multi-voter model provides a better decision than the single-voter ones.…”
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