Malaria Disease Prediction Based on Convolutional Neural Networks by Dhrgam AL Kafaf, Noor N. Thamir, Samara S. AL-Hadithy

“…Creative paraphrasing: Various strategies such as dropout, batch normalization, and global average pooling are artfully utilized to refine and fortify the model, ensuring its robustness and adaptability. …”
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RARE CAUSES OF ISCHEMIC STROKE. FEATURES OF ACUTE STROKE IN PATIENTS WITH DISSECTION OF THE GREAT VESSELS by I. P. Dudanov, N. O. Vasilchenko, M. A. Askerov, O. V. Rubleva, D. V. Merkulov, V. V. Akhmetov, O. M. Shulga, M. O. Telukhina

“…The cause of death was the dissemination of the dissection into the vis­ceral arteries with the development of multiple organ failure or aortic rupture of the aorta with hemo tamponade.Conclusion. As a rule, several pools of blood supply to the brain, episodes of psychomotor excitement are involved in the dissection of the aorta and branches of the aortic arch, cognitive impairments are progressing, since cortical branch­es of the brain are usually involved. …”
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Risk of Coronary Heart Disease among HIV-Infected Patients: A Multicenter Study in Brazil by Sandra C. Fuchs, Paulo R. Alencastro, Maria Letícia R. Ikeda, Nêmora T. Barcellos, Fernando H. Wolff, Ajácio B. M. Brandão, Ricardo A. A. Ximenes, Demócrito de B. Miranda-Filho, Heloísa Ramos Lacerda, Maria de Fátima P. M. de Albuquerque, Ulisses Ramos Montarroyos, Max W. Nery, Marilia D. Turchi

“…This study aimed to determine the 10-year risk of coronary heart disease using the Framingham risk score among HIV-infected patients from three regions of Brazil. This is a pooled analysis of three cohort studies, which enrolled 3,829 individuals, 59% were men, 66% had white skin color, and mean age 39.0 ± 9.9 years. …”
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Reimagining recruitment: traditional methods meet AI interventions- A 20-year assessment (2003–2023) by Aaradhana Rukadikar, Komal Khandelwal, Uma Warrier

“…While tried and tested, traditional hiring practices have encountered several obstacles, such as lengthy manual screening processes, biases, and restricted access to a diverse candidate pool. AI-adopted recruitment is a possible alternative, delivering improved speed, impartiality, and customized applicant experiences. …”
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Development of a Gluten Standard from Relevant Sources of Wheat and Investigation into Gluten Content of Supplemental Enzymes Generated During Fermentation by Pyeongsug Kim, Natasha Kim Leeuwendaal, Jonathon Niño Charari, Joan Colom, John Deaton, Kieran Rea

“…In this study, wheat sources provided by commercial enzyme suppliers underwent gluten extraction before being pooled into a Complete Gluten Mix, which then underwent variations of hydrolysis utilizing the digestive enzymes, pepsin and trypsin complexes. …”
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Determinants of Online Local Budget Transparency in Croatia and Slovenia by Katarina Ott, Mihaela Bronić, Branko Stanić, Maja Klun, Jože Benčina

“…The following methodology was applied: using a data set of 768 Slovenian and Croatian local governments over the 2015–2017 period and testing it against several financial and socio-economic variables, and a random effects panel logistic regression, separately for Croatia, Slovenia, and a pooled sample. The results indicate that greater size of the population, higher administrative capacity and lower unemployment rate in individual local governments significantly contribute to higher levels of OLBT. …”
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Improving smallholder farmers’ access to and utilization of climate information services in sub-Saharan Africa through social networks: A systematic review by Collins E. Appiah, William Quarmine, Charity Osei-Amponsah, Andrew E. Okem, Daniel B. Sarpong

“…A stringent inclusion criterion was used to select 32 relevant peer-reviewed papers from an initial pool of 648 for analysis. Our study found farmers' social networks to effectively promote CIS access and utilisation among smallholders in Sub-Saharan Africa. …”
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Terminalia arjuna in Chronic Stable Angina: Systematic Review and Meta-Analysis by Navjot Kaur, Nusrat Shafiq, Harish Negi, Avaneesh Pandey, Srinivas Reddy, Harpreet Kaur, Neelima Chadha, Samir Malhotra

“…We found no significant difference in the Terminalia arjuna group as compared to control arm in the outcomes for which we were able to pool data and undertake meta-analysis. Conclusions. …”
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A security data detection and management method in digital library network based on deep learning by Diyin Zhu, Yihang Wei, Jiali Cai, Jingwen Wang, Zhongshan Chen

“…In addition, the importance of each security data feature is calculated through attention mechanism to reduce the loss of important digital network security data information, which is then output by the global pooling layer to the classifier for classification. …”
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An Attention-Based Multidimensional Fault Information Sharing Framework for Bearing Fault Diagnosis by Yunjin Hu, Qingsheng Xie, Xudong Yang, Hai Yang, Yizong Zhang

“…Specifically, firstly, a shared network is designed to capture the common knowledge of the Fault Localization Task (FLT) and the Fault Quantification Task (FQT) and save it to the global feature pool. Secondly, two branching networks for performing FLT and FQT were constructed, and an attentional mechanism (AM) was used to filter out features from the shared network that were more relevant to the task to enhance the branching network’s capability under small samples. …”
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Grape Target Detection Method in Orchard Environment Based on Improved YOLOv7 by Fuchun Sun, Qiurong Lv, Yuechao Bian, Renwei He, Dong Lv, Leina Gao, Haorong Wu, Xiaoxiao Li

“…Secondly, the SPPFCSPC pyramid pooling is embedded to enhance the speed of image feature fusion while maintaining a consistent receptive field. …”
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Recurrence of cervical artery dissection: protocol for a systematic review by Dean A Fergusson, Dar Dowlatshahi, Brian Dewar, Michel Shamy, Alexandra Davis, Elizabeth Lounsbury

“…Studies will be screened by two independent reviewers in a two-level process to determine eligibility for inclusion. Data will be pooled from eligible articles and the main outcome of recurrent cervical artery dissection at 5 years will be determined using quantitative analysis.Ethics and dissemination Ethics approval is not necessary as no primary data are being collected. …”
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Unlocking soybean meal pectin recalcitrance using a multi-enzyme cocktail approach by Lauriane Plouhinec, Liang Zhang, Alexandre Pillon, Mireille Haon, Sacha Grisel, David Navarro, Ian Black, Virginie Neugnot, Parastoo Azadi, Breeanna Urbanowicz, Jean-Guy Berrin, Mickael Lafond

“…We designed and tested 12 enzyme pools, containing up to 15 different CAZymes, using several hydrolysis markers. …”
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Effect of Elevated CO2, O3, and UV Radiation on Soils by Pavel Formánek, Klement Rejšek, Valerie Vranová

“…Elevated CO2 increases labile and stabile soil C pool as well as efficiency of organic pollutants rhizoremediation and phytoextraction of heavy metals. …”
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Does Good Aerobic Capacity Attenuate the Effects of Aging on Cardiovascular Risk Factors? Results from a Cross-Sectional Study in a Latino Population by Giovanna Valentino, Mónica Acevedo, Lorena Orellana, María José Bustamante, Verónica Kramer, Marcela Adasme, Fernando Baraona, Gastón Chamorro, Jorge Jalil, Carlos Navarrete

“…Aerobic capacity was determined by exercise stress test. The ACC/AHA 2013 pooled cohort equation was used to calculate CV risk. …”
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A Nonstationary Daily and Hourly Analysis of the Extreme Rainfall Frequency Considering Climate Teleconnection in Coastal Cities of the United States by Lei Yan, Yuhan Zhang, Mengjie Zhang, Upmanu Lall

“…In this paper, we estimate the time-varying probability distributions for hourly and daily extreme precipitation using the Generalized Additive Model for Location Scale and Shape (GAMLSS), employing different climate indices, such as Atlantic Multi-Decadal Oscillation (AMO), the El Niño 3.4 SST Index (ENSO), Pacific Decadal Oscillation (PDO), the Western Hemisphere Warm Pool (WHWP) and other covariates. Applications to selected coastal cities in the USA are considered. …”
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Comparing Types of Statistical Data Between Turkey (the Case Study of Istanbul) and Selected Countries for Creating Fire Strategies by Erhan Bakırcı, Buket Karatop, Sümeyye Bayındır

“…The basic factor in the creation and establishment of measurable-evaluable and taken lessons from lived data systems is the establishment of a robust, scientific and objective statistical data pool and with awareness raising. In this study, Istanbul Fire Brigade converted fires that occurred in Istanbul between 2008 and 2018 into statistical data. …”
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Expression of the chloroplast genome: modern concepts and experimental approaches by M. G. Siniauskaya, N. G. Danilenko, N. V. Lukhanina, A. M. Shymkevich, O. G. Davydenko

“…Modern approaches for RNA pool study are described and critical points of nuclear-cytoplasmic interaction in the functions of chloroplasts are revealed. …”
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Efficacy of tranexamic acid in improving visual clarity and operative time of arthroscopic rotator cuff repair: A systematic review and meta-analysis by Yushun Qian, Anqing Jiang, Jun Yan, Shouchun Zhang, Siqiang Zhu

“…Conclusion: This study has pooled evidence suggesting that TXA can improve visual clarity in arthroscopic RCR and may also result in a reduction in operating time. …”
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Mycovirome of Diaporthe helianthi and D. gulyae, causal agents of Phomopsis stem canker of sunflower (Helianthus annuus L.) by Chien-Fu Wu, Elizabeth Regedanz, Febina Mathew, Ruchika Kashyap, Karthika Mohan, Shin-Yi Lee Marzano

“…Total RNA extracts depleted of rRNA from each fungus were pooled to construct one library for sequencing to obtain 20 GB per library of raw reads using a metatranscriptomics approach. …”
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