Search Results - evaluation algorithms

A machine learning model for the computation of thermophysical properties of WCO biodiesel mixed with multiwalled carbon nanotubes by Hussain Syed Sameer, Ali Syed Abbas, Husain Dilawar, Sharma Manish

“…After it, each of the properties, including calorific value, density, viscosity, flash point, and fire point, is evaluated. Further, the MultiLayer Neural Network (MLNN) is a ML model that employs a back-propagation algorithm for mapping the input-output parameters. …”
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FedEmerge: An Entropy-Guided Federated Learning Method for Sensor Networks and Edge Intelligence by Koffka Khan

“…Unlike existing methods that weigh updates by sample count or heuristics, FedEmerge prioritizes clients with more representative, high-entropy data. The FedEmerge algorithm is presented with full mathematical detail, and we prove its convergence under the Polyak–Łojasiewicz (PL) condition. …”
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KIDNEY OPEN RESECTION IN RENAL CELL CARCINOMA by S. V. Shkodkin, Yu. B. Idashkin, S. A. Fironov, V. V. Fentisov, A. N. Udovenko

“…Until now, one of the main contraindications to nephron-sparing treatment is the inability to provide hemostasis in middle-segment tumors, especially when they are intrarenal.Purpose of research. To evaluate the effectiveness of open resection of the kidney.Materials and methods. …”
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Features of Mechanical Lung Ventilation During Robot-Assisted Radical Prostatectomy in Patients with Different Body Mass Index by A. S. Kazakov, O. A. Grebenchikov, A. V. Ershov

“…To develop an algorithm for choosing the optimal mechanical lung ventilation (MLV) regimen. …”
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Intracardiac abscess in the clinical course of infective endocarditis complicated by acute heart failure by Собіров Барно Бобір огли

“…In the overall group, procalcitonin and C-reactive protein levels were evaluated to characterize the inflammatory process. …”
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Kinematic Sequencing of the Football Pass Using Inertial Motion Analysis by Andre Labbe, William Foret, Madison Troy, Phil Page, Felix "Buddy" Savoie

“…Further research is warranted in evaluating the quarterback pass with inertial motion units…”
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POLICY FOR THE ASSESSMENT AND COMPENSATION OF DAMAGES FROM THE RUSSIAN FEDERATION’S AGGRESSION AGAINST UKRAINE by Valerii Zhuk, Yuliia Bezdushna, Nataliia Zhuk, Olena Hryschenko

“…This mechanism will enable businesses to assess both their direct and indirect losses resulting from the war. It includes an algorithm for recording and reporting indirect losses, with subsequent integration into national statistics and the system of national accounts. …”
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Identification and Validation of Aging-Related Genes in IgA Nephropathy in the Asian Population by Shu J, Li H, Li H

“…The PPI network of AR-DEGs was then constructed, and hub genes were ranked using five methods of the cytoHubba plugin in Cytoscape software. CIBERSORT algorithm was used to evaluate immune infiltration and its relationship with hub genes. …”
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YED-Net: Yoga Exercise Dynamics Monitoring with YOLOv11-ECA-Enhanced Detection and DeepSORT Tracking by Youyu Zhou, Shu Dong, Hao Sheng, Wei Ke

“…Against the backdrop of the deep integration of national fitness and sports science, this study addresses the lack of standardized movement assessment in yoga training by proposing an intelligent analysis system that integrates an improved YOLOv11-ECA detector with the DeepSORT tracking algorithm. A dynamic adaptive anchor mechanism and an Efficient Channel Attention (ECA) module are introduced, while the depthwise separable convolution in the C3k2 module is optimized with a kernel size of 2. …”
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Prevalence, risk factors, prediction of robust callus formation and accelerated fracture healing in traumatic brain injury patients: a five-year study by Zheyu Jin, Jiechen Chen, Zhengming Shan, Weiyang Liu, Zhenkang Wen, Hongwei Shao, Tongzhou Liang, Ziyi Chen, Xuesong Ren, Dianhui Tan, Ling Qin, Jun Hu, Jiankun Xu

“…The gradient boosting decision tree (GBDT) algorithm demonstrated optimal predictive performance using TBI-specific variables, achieving an AUC of 0.86 ± 0.03. …”
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Tick-Borne Viral Encephalitis Incidence in the Constituent Entities of the Russian Federation. Communication 2. Verification of Conformity of the Forecast Data and Seasonal Monitor... by A. Ya. Nikitin, E. I. Andaev, A. K. Noskov, N. D. Pakskina, E. V. Yatsmenko, E. V. Verigina, S. V. Balakhonov

“…Objective of our study was to describe the algorithm of short-term incidence forecast of TBE, to evaluate the conformity of these data to factual incidence and the results of annual strategic seasonal monitoring which takes place across all the entities of Russia. …”
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Respiratory-Kinesiological Rehabilitation in the Early Periods after Cardiosurgical Interventions by G. P. Plotnikov, Ye. V. Malakhov, B. L. Hayes, Ye. V. Grigoryev, L. S. Barbarash

“…Objective: to substantiate an algorithm for early respiratory-kinesiological rehabilitation used in the multimodality treatment of cardiosurgical patients developing multiple organ dysfunction syndrome (MODS). …”
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Assessing an ovarian reserve and risk factors for premature ovarian failure as part of pre-abortion counseling for women under 40 planning to terminate own first pregnancy by L. V. Tkachenko, I. A. Gritsenko, K. Yu. Tikhaeva, N. I. Sviridova, I. S. Gavrilova, V. A. Dolgova

“…At the stage of pre-abortion counseling, it seems possible to influence a decision to keep pregnancy by identifying risk factors for premature ovarian failure (РОF), laboratory and ultrasound criteria for reducing ovarian reserve (OR).Aim: optimization of the pre-abortion counseling algorithm by introducing an assessment of OR. Materials and Methods. …”
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Radiology of viral pneumonia by A. A. Speranskaia, L. N. Novikova, O. P. Baranova, M. A. Vasilieva

“…Objective: to evaluate the clinical and radiological features of viral pneumonia caused by influenza A (H1N1) in 2015–2016.Material and methods. …”
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Raman spectroscopy analysis of dental enamel organic and mineral composition: an experimental non-randomised study by I. V. Bazhutova, O. А. Magsumova, O. О. Frolov, E. V. Timchenko, P. Е. Timchenko, D. А. Trunin, S. S. Komlev, V. A. Polkanova

“…It was successfully applied to diagnose periodontitis by changes in the organic and mineral enamel composition and evaluate enamel after in-office bleaching.…”
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Use of RUSH protocol to diagnose the type of shock in children by K. Yu. Ermolenko, K. V. Pshenisnov, Yu. S. Aleksandrovich, A. I. Konev, T. M. Kalinichenko, D. D. Lopareva, D. R. Rybakova, I. E. Gorbunov, L. O. Kiseleva

“…RUSH protocol (Rapid ultrasound in shock and hypotension) is a unique ultrasound examination algorithm that allows to establish the cause of systemic hypoperfusion and arterial hypotension in a critically ill patient in a minimum time, simultaneously with therapeutic interventions.The objective was to evaluate the effectiveness and clinical significance of the RUSH protocol in the practical activities of pediatric anesthesiology and intensive care units with an infectious profile for the purpose of early diagnosis of the shock type.Materials and methods. …”
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Flow topology and thermal mechanism in turbulent channel flow with tapered V-shaped baffles by Somchai Sripattanapipat, Naman Jain, Suvanjan Bhattacharyya, Varesa Chuwattanakul, Paisarn Naphon, Smith Eiamsa-ard

“…The simulations are performed using the finite volume method in conjunction with the SIMPLE algorithm, and the Generalized k-ω (GEKO) turbulence model is employed to capture the flow dynamics. …”
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Acceleration Data Reveal Behavioural Responses to Hunting Risk in Scandinavian Brown Bears by Jeanne Clermont, Andreas Zedrosser, Ludovick Brown, Frank Rosell, Gunn Elisabeth Sydtveit Rekvik, Jonas Kindberg, Fanie Pelletier

“…We then used these classifications to evaluate changes in bear activity budgets before and during the hunting season. …”
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Deep Learning Models for Detection and Severity Assessment of Cercospora Leaf Spot (<i>Cercospora capsici</i>) in Chili Peppers Under Natural Conditions by Douglas Vieira Leite, Alisson Vasconcelos de Brito, Gregorio Guirada Faccioli, Gustavo Haddad Souza Vieira

“…A custom dataset of 1645 chili pepper leaf images, collected from a Brazilian plantation and annotated with 6282 lesions, was developed for real-world robustness, reflecting real-world variability in lighting and background. First, an algorithm was developed to process raw images, applying ROI selection and background removal. …”
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Data-driven cluster analysis on the association of aging, obesity and insulin resistance with new-onset diabetes in Chinese adults: a multicenter retrospective cohort study by Yazhi Wang, Mingkang Zhang, Peng Wang

“…The K-means clustering algorithm was applied to five standardized indicators: age, body mass index (BMI), fasting blood glucose (FBG), triglycerides (TG), and HDL-C (high-density lipoprotein cholesterol). …”
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