Application and Analysis of Random Forest and Support Vector Classification in Risk Prediction of Childhood Obesity and Hyperuricemia by Wang Y, Shi S, Wei X, Wu Y, Shi Y, Cai J

“…Future studies will explore the integration of metabolomic data and ensemble approaches to further enhance model performance and clinical applicability.Keywords: childhood obesity, hyperuricemia, machine learning, random forest, support vector classification, SHAP…”
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Bayesian inference towards the resolution of molecular evolution: application to the “Trichoderma harzianum sensu lato” clade by Druzhinina I S, Kubicek C P

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Construction and application of a digital twin model for multi-objectiveoptimization of intelligent tape conveyor system by Wei CHEN, Jingzhao LI, Qing SHI, Jichao LIU, Huashun LI

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Assessing community engagement in Nigeria polio eradication initiative: application of the Consolidated Framework for Implementation Research by Anna Kalbarczyk, Oluwaseun Oladapo Akinyemi, Eme Owoaje, Adedamola Adebayo, Christopher Bassey, Chioma Nwaiwu, Akinola A Fatiregun, Olakunle O. Alonge

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Application of the project methods and information technologies in the study of the disciplines of mathematical, physical cycles of the higher school by I. I. Bobrova, E. G. Trofimov

“…Choshanov).During the development and implementation of our project the teaching methods are used: self-produce new knowledge based on existing ones; work in a team and demonstration of communicative skills; extension of educational hypotheses for solving problematic situations; planning the achievement of the goal (result); private methods of educational activity of students (detailing the tasks of the initial conditions and the progress of the experiment); the collection and processing of information, using computer programs.In fact, the method of projects combines search, research and information technologies, and the presence of an independent component in the process of learning and consolidation of knowledge is presented as a creative process. Methods of data analysis, systematization and visualization of the obtained data are used to understand and publish the results. …”
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Application of Artificial Intelligence Models to Predict the Onset or Recurrence of Neovascular Age-Related Macular Degeneration by Francesco Saverio Sorrentino, Marco Zeppieri, Carola Culiersi, Antonio Florido, Katia De Nadai, Ginevra Giovanna Adamo, Marco Pellegrini, Francesco Nasini, Chiara Vivarelli, Marco Mura, Francesco Parmeggiani

“…AI enables us to enhance patient management by effectively evaluating extensive data, facilitating timely diagnosis and long-term prognosis. …”
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Applicability Evaluation and Correction of Cover and Management Factor Calculation Methods in the Purple Soil Hilly Region by Ruiyin Chen, Yonggang Zhu, Derong Wu, Jia Zhong, Anbang Wen, Wenwu Wang, Biao Bi, Yuetian Li, Jing Feng, Tiancai Jing

“…Remote sensing technology provides abundant data and methods for the C/B factor estimation, but the applicability and accuracy of these methods can vary widely. …”
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Clinical application of the intersphincteric approach with internal incision combined with counter- drainage for deep perianal abscess by Jian-sheng Hu, Lin-mei Sun, Yang Wu, Xue-liang Yang, Wen Wang

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Deep learning applications for human embryo assessment using time-lapse imaging: scoping review by Rawan AlSaad, Leen Abusarhan, Nour Odeh, Alaa Abd-alrazaq, Fadi Choucair, Rachida Zegour, Arfan Ahmed, Sarah Aziz, Javaid Sheikh

“…All studies utilized time-lapse video images (100%) as training data, while some also incorporated demographics, clinical and reproductive histories, and IVF cycle parameters. …”
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Application of Life Tables on Breast Cancer Patients Treated with Chemotherapy in Nineveh Province (2006-2010) by Muna Muneer Ahmed

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Energie et acteurs : application de la méthode des graphes aux acteurs alsaciens by Sophie Buessler, Christiane Weber

“…Most of these common actors have a role of consultancy and/or data dissemination. The other actors are construction companies involved in energetic innovation and development. …”
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Application of the multivariate statistical analisis in investigation long-term durability of polymers. 2. Calculating experiment. by A. A. Valishin, T. S. Stepanova

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Efficiency and safety of application of combined scheme with ursodeoxycholic acid and mebeverin preparations in patients with metabolic syndrome by Yu. P. Uspensky, N. V. Baryshnikova, Yu. A. Fominykh, R. M. Niyazov, D. V. Zakharov

“…The article presents the clinical assessment data for efficiency and safety of hepatoprotector and spasmolytic administration in patients with metabolic syndrome. …”
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Some fuzzy common fixed point theorems using common limit in the range property with an application by Bhardwaj Ved Prakash, Wadhwa Kamal

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Large language models in medicine: A review of current clinical trials across healthcare applications. by Mahmud Omar, Girish N Nadkarni, Eyal Klang, Benjamin S Glicksberg

“…This review analyzes current clinical trials investigating large language models' (LLMs) applications in healthcare. We identified 27 trials (5 published and 22 ongoing) across 4 main clinical applications: patient care, data handling, decision support, and research assistance. …”
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ABOUT PRODUCTION-TRANSPORT PROBLEM REDUCTION TO THE TWO-LEVEL PROBLEM OF DISCRETE OPTIMIZATION AND ITS APPLICATION by E. Ivokhin, V. Navrodskiy, D. Apanasenko

“…In this study, the application of the production and transport task is considered to solve the problem of the distribution of the limited capacities of data transmission channels between different nodes of the computer network. …”
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Application of Iterative Updating Geological Modeling Method in Geological Guidance of Shale Oil Horizontal Wells by LI Zhihong, LEI Qihong, WU Yingzhang, HE Youan, CHENG Hao, WANG Bo, ZHOU Jingping, ZHAO Yi

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Federated Reinforcement Learning-Based Dynamic Resource Allocation and Task Scheduling in Edge for IoT Applications by Saroj Mali, Feng Zeng, Deepak Adhikari, Inam Ullah, Mahmoud Ahmad Al-Khasawneh, Osama Alfarraj, Fahad Alblehai

“…The system’s design includes collecting data, fusing and preparing it for use, training models, and performing simulations with EdgeSimPy. …”
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Application of image guided analyses to monitor fecal microbial composition and diversity in a human cohort by Konstantina Zafeiropoulou, Bas Voermans, Huy Ngo, Javier Moreno, Donghyeok Lee, Joep P. M. Derikx, Misha Luyer, Aeilko H. Zwinderman, Max Nieuwdorp, Marcus de Goffau, Wouter J. de Jonge, Evgeni Levin

“…Per sample, 16S rRNA gene sequencing data was generated in addition to an image of a fecal smear, spread on a standard A4 paper. …”
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Abate application practices in the Guinea worm endemic region of Gambella, Ethiopia: identification of elimination gaps by Yamlak Gindola, Desalegn Getahun, Khogali Ahmed Mohammed, Edward Mberu Kamau, Bienvenu Salim Camara, Mesfin Wossen, Kassahun Demissie, Sintayehu Abdela, Gashaw Gebrewold, Girmay Hailu, Mesfin Tegistu, Akwoma Okugn, Gnkikew Gikilo

“…Transmission of the disease depends on vectors (copepods). Abate applications in targeted water sources to control copepod is the main intervention. …”
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