Risk of Incidence and Lethality by Etiology of Severe Acute Respiratory Syndrome in Hospitalized Children Under 1 Year of Age in Brazil in 2024: A Cross-Sectional Study by Tamires de Nazaré Soares, Natasha Cristina Oliveira Andrade, Suziane do Socorro dos Santos, Marcela Raíssa Asevedo Dergan, Karina Faine Freitas Takeda, Jully Greyce Freitas de Paula Ramalho, Luany Rafaele da Conceição Cruz, Perla Katheleen Valente Corrêa, Marli de Oliveira Almeida, Joyce dos Santos Freitas, Wilker Alves Silva, Marcos Jessé Abrahão Silva, Daniele Melo Sardinha, Luana Nepomuceno Gondim Costa Lima

“…Distribution by final classification and epidemiological week (EW) was analyzed; the incidence rate by Federative Unit (FU) (cases/100,000 < 1 year) with risk classification (Low/Moderate/High) was assessed; and, for cases with positive viral RT-PCR, the etiological frequency and virus-specific lethality rate (deaths/total cases of etiology ×100), also with risk classification, were extracted. …”
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Attention-based multi-scale convolution and conformer for EEG-based depression detection by Ze Yan, Ze Yan, Ze Yan, Yumei Wan, Xin Pu, Xiaolin Han, Mingming Zhao, Haiyan Wu, Wentao Li, Xueying He, Yunshao Zheng

“…The Conformer module further captures both global and local temporal dependencies in EEG signals to ensure the capture of long-range dependencies and local patterns. The BiGRU module improves the model’s ability to recognize depressive states by utilizing bidirectional modeling. …”
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Multi-omics analysis of Taiwanofungus gaoligongensis: effects of different cultivation methods on secondary metabolites by Tingwen He, Tingwen He, Tingwen He, Xiaolong Yuan, Liangjun Xiao, Tanggeran Hu, Yi Wang, Xiaolei Zhao, Xiaolei Zhao, Xiaolei Zhao, Lu Li, Lu Li, Chengbo Peng, Chengbo Peng, Chengbo Peng, Hongling Zhang, Hongling Zhang, Hongling Zhang, Yuan Zheng, Yuan Zheng, Yuan Zheng, Yuan Zheng

“…This study compared the metabolite profiles and gene expression patterns of the fruiting bodies of T. gaoligongensis with those of three types of cultivated mycelia. …”
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Influence of Water Injection Pressure on Methane Gas Displacement by Coal Seam Water Injection by Tianwei Shi, Yishan Pan, Wenhong Zheng, Aiwen Wang

“…It is of great significance to study the pattern of displacing methane gas with water in the coal seam water injection process for the prevention and control of gas disasters. …”
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Maternal asthma and newborn DNA methylation by Casper-Emil Tingskov Pedersen, Thanh T. Hoang, Jianping Jin, Anna Starnawska, Raquel Granell, Hannah R. Elliott, Anke Huels, Heather J. Zar, Dan J. Stein, Yining Zhang, Herman T. den Dekker, Liesbeth Duijts, Janine F. Felix, Júlia Sangüesa, Mariona Bustamante, Maribel Casas, Martine Vrijheid, Latha Kadalayil, Faisal I. Rezwan, Hasan Arshad, John W. Holloway, Stefan Röder, Ana C. Zenclussen, Gunda Herberth, Nicklas Heine Staunstrup, Henriette Thisted Horsdal, Jonathan Mill, Eilis Hannon, iPSYCH-MINERvA Group, Isabella Annesi-Maesano, Giancarlo Pesce, Nour Baïz, Barbara Heude, Sahra Hosseinian-Mohazzab, Carrie V. Breton, Sophia Harlid, Justin Harbs, Magnus Domellof, Christina West, Edwina Yeung, Xuehuo Zeng, Wenche Nystad, Siri E. Håberg, Maria C. Magnus, Diana Schendel, Stephanie J. London, Klaus Bønnelykke

“…Abstract Background Prenatal exposure to maternal asthma may influence DNA methylation patterns in offspring, potentially affecting their susceptibility to later diseases including asthma. …”
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Analysis of fibrous material deformation in the roll contact zone by Khurramov Shavkat, Abrorov Akbar, Abdullaev Akhror, Norov Nusiratjon, Baymatov Shakhriddin

“…The analytical description of the shape of contact curves and the thickness of processed material in the technological zone of a two-roll module in a dynamic mode is given, considering the deformation pattern of the processed material. It is determined that one of the factors that most influence the shape of the contact curve is the ratio of the compression rate of the coating deformation to the corresponding material feed rate. …”
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Assessment of Treatment in Inflammatory Bowel Disease Patients Using Steroid Assessment Tool (SAT) in a Tertiary Center from Romania by Loredana GORAN, Lucian NEGREANU

“…In the same time, we have a higher rate of anti-TNF agents use compared to other studies, but a lower rate of thiopurine use. …”
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The Gaseous Blowout of the 30 Doradus Starburst Region in the LMC by Suraj Poudel, April Horton, Jo Vazquez, Kathleen A. Barger, Frances H. Cashman, Andrew J. Fox, Nicolas Lehner, Scott Lucchini, Dhanesh Krishnarao, N. M. McClure-Griffiths, Elena D’Onghia, Jason Tumlinson, Ananya Goon Tuli, Lauren Sdun, Stone Gebhart, Katherine Anthony, Bryce Cole, Jacco Th. van Loon, Julia Roman-Duval, Yik Ki Ma, Callum Lynn, Min-Young Lee, Denis Leahy

“…The metallicities and dust depletion patterns of the high-velocity absorbers at v _LSR  ≈ +120 km s ^−1 can be explained by either a foreground Milky Way (MW) halo cloud or an outflow from the LMC. …”
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Prediction of Key Quality Parameters in Hot Air-Dried Jujubes Based on Hyperspectral Imaging by Quancheng Liu, Chunzhan Yu, Yuxuan Ma, Hongwei Zhang, Lei Yan, Shuxiang Fan

“…To further enhance modeling accuracy, deep learning models such as bidirectional long short-term memory (BiLSTM), bidirectional gated recurrent unit (BiGRU), and convolutional neural network–bidirectional gated recurrent unit (CNN-BiGRU) were introduced and compared comprehensively under the optimal spectral preprocessing conditions. …”
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MF-ShipNet: a multi-feature weighted fusion and PCA-SVM model for ship detection in remote sensing images by Jianfeng Li, Yibing Yang, Liutong Yang, Yang Zhao, Qinghua Luo, Chenxu Wang

“…Due to the complex sea background and the different sizes and shapes of ships, the detection of ship targets has the problems of low detection rate, high false detection rate and high missed detection rate. …”
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Assessment of the functional state of left heart in patients with chronic heart failure with preserved ejection fraction by D. V. Vdovenko, R. A. Libis

“…All patients had the diastolic dysfunction: 60 patients had abnormal relaxation pattern, and 20 patients had pseudonormal pattern. …”
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Optimization algorithm of CT image edge segmentation using improved convolution neural network. by Xiaojuan Wang, Yuntao Wei

“…The results show that the overall recognition rate of this method is at a high level. The training time is obviously reduced when the training times exceed 12 times, the recall rate is always about 90%, and the accuracy of image segmentation is high, which solves the problem of large failure rate and low accuracy.…”
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Mixture of prompts learning for vision-language models by Yu Du, Yu Du, Yu Du, Yu Du, Yu Du, Tong Niu, Tong Niu, Tong Niu, Tong Niu, Tong Niu, Rong Zhao, Rong Zhao, Rong Zhao, Rong Zhao, Rong Zhao

“…Additionally, we introduce a novel gating mechanism to ensure the router selects prompts based on their similarity to hard prompt templates, which both retains knowledge from hard prompts and improves selection accuracy. …”
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Lipid-lowering statins and polyphenol-based supplementation: a scoping review on drug-food interaction potential by Rita Costa, Rita Costa, Rita Costa, Rita Costa, Rita Costa, Carolina Ferreira, Carolina Ferreira, Carolina Ferreira, André Alves, André Alves, André Alves, Sara Nunes, Sara Nunes, Sara Nunes, Sara Nunes, Sara Nunes, Flávio Reis, Flávio Reis, Flávio Reis, João Malva, João Malva, João Malva, Sofia Viana, Sofia Viana, Sofia Viana, Sofia Viana, Sofia Viana

“…BackgroundLifestyle modifications, particularly the adoption of healthy dietary patterns such as the Mediterranean Diet (MedDiet), are foundational in any treatment plan, including for patients prescribed first-line statin therapy for hypercholesterolemia. …”
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Climate Change and Its Impacts on the Planting Regionalization of Potato in Gansu Province, China by Yulan Lu, Junying Han, Guang Li, Zhengang Yan, Lixia Dong, Zhigang Nie, Qiang Liu

“…The average temperature in July showed a decreasing spatial pattern from northeast to southwest, while its tendency rate showed a decreasing trend from west to east and from north to south. …”
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Species Composition, Phenotypic and Genotypic Resistance Levels in Major Malaria Vectors in Teso North and Teso South Subcounties in Busia County, Western Kenya by Edward K. Githinji, Lucy W. Irungu, Paul N. Ndegwa, Maxwell G. Machani, Richard O. Amito, Brigid J. Kemei, Paul N. Murima, Geoffrey M. Ombui, Antony K. Wanjoya, Charles M. Mbogo, Evan M. Mathenge

“…The study is aimed at determining species composition, levels of insecticide resistance, and knockdown patterns in Anopheles gambiae sensu lato in areas with and areas without insecticide resistance in Teso North and Teso South subcounties, Western Kenya. …”
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Estimation of long-term gridded cloud radiative kernel and radiative effects based on cloud fraction by X. Liu, T. He, Q. Wang, X. Xiao, Y. Ma, Y. Wang, S. Luo, L. Du, Z. Wu, Z. Wu

“…The GCF-CRKs exhibit similar signs and patterns and enhanced stability compared to existing kernels. …”
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Genetic evolution, epidemic trends, and recombination dynamics of PRRSV-1 in China by Chengzhen Weng, Chengzhen Weng, Chengzhen Weng, Xinxin Huang, Xinxin Huang, Xinxin Huang, Zhian Chen, Zhian Chen, Minjia He, Minjia He, Minjia He, Beiwen Zhang, Beiwen Zhang, Beiwen Zhang, Hongxi Li, Hongxi Li, Hongxi Li, Jingrui Xie, Jingrui Xie, Meichun Chen, Meichun Chen, Meichun Chen, Longxin Qiu, Longxin Qiu, Xiaobing Li, Xiaobing Li, Chong Cao, Chong Cao, Hongbo Chen, Hongbo Chen

“…This study systematically investigated the epidemiological patterns, genetic evolution, recombination dynamics, GP5 genetic diversity, and N-glycosylation variants of PRRSV-1 strains circulating in China. …”
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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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Analyses of the redistribution of work following cardiac resynchronisation therapy in a patient specific model. by Steven Alexander Niederer, Pablo Lamata, Gernot Plank, Phani Chinchapatnam, Matt Ginks, Kawal Rhode, Christopher Aldo Rinaldi, Reza Razavi, Nicolas Peter Smith

“…Model results predict that this improved septal work rate following CRT is a result of resistance to septal contraction provided by the LV free wall. …”
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