Search Results - data processing methods

Evidence Based Gait Analysis Interpretation Tools (EB-GAIT) treatment recommendation and outcome prediction models to support decision-making based on clinical gait analysis data. by Michael H Schwartz, Andrew G Georgiadis

“…The EB-GAIT approach addresses the limitations of the conventional CGA interpretation method, offering a more structured and data-driven decision-making process. …”
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Using Simulation Modeling to Estimate Time Characteristics of a Distributed Computing System by G. A. Zvonareva, D. S. Buzunov

“…In present time, distributed computing systems with parallel data processing are widely used. During development of such distributed systems problem of analyzing workload and structure parameters impact on system performance is presented. …”
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The Value Chain Analysis and Strategies for the Development of Ginger Farming in Semarang Regency by Avi Budi Setiawan, Ririn Nur Fadillah

“…The purpose of this research was to analyze the value chain and develop strategies for increasing ginger commodities in Semarang Regency. The method used in this research was quantitative descriptive using primary data with the number of respondents as many as 98 ginger farmers, 2 collectors, 2 wholesalers, 2 retailers and 6 key persons. …”
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Evaluation of the Idle time of Single-Chain and Double-Chain Overhead Power Lines of 6–10 kV by Methods of Queuing Theory by Basmanov V.G., Kholmanskikh V.M.

“…The results of the statistical data processing made it possible to consider over-head lines as objects of a multiple action, and their failure and recovery flows as the primitive Poissonian flows. …”
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Report concerning the colaborative study for establish of reference standard eficacity of colistimethat sodium by Simona Sturzu, Daniela Tirinoaga, Rodica Stancu, Georgeta Dan

“…Institute for the Control of Veterinary Biological Products and Medicines participated at the collaborativestudy for determine the potency of colistimethate sodium CRS, Lot 2, according to the protocol sent by theEDQM (European Directorate for the Quality of Medicines) - coordinator of the study.The purpose of the study was to determine the potency of the batch 2 colistimethate sodium in thecharacterization of the substance as reference standard.Potency was determined by microbiological method, based on comparing the inhibition zones of growthof micro-organisms sensitive to those of a reference standard, as specified in European Pharmacopoeia"Colistimethate sodium", Chapter 2.7.2. - Microbiological testing of antibiotics.After analysis of received data from participants and their statistical processing by the EDQM, thepotency of the batch 2, colistimethate sodium - reference materials, was established in 285000UI/fiola.…”
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A practical probabilistic prediction of road traffic noise from a filtered poisson process model with a simplified elementary time pattern of triangular type by Shizuma YAMAGUCHI, Mitsuo OHTA, Kazumasa NAKAMURA

“…The effectiveness of the proposed simple method is experimentally verified too, by applying it to the actual road traffic noise data observed in a large city.…”
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CO2 Capture in a Fixed Bed Reactor: Experimental and Simulation Study of Adsorption Process Using Li4SiO4-based Sorbents by Eleonora Stefanelli, Flavio Francalanci, Sandra Vitolo, Stefania De Santis, Monica Puccini

“…Simulation results showed good agreement with the experimental data, confirming the model’s ability to predict the adsorption performance under the specified conditions.…”
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Toward profitable energy futures trading strategies using reinforcement learning incorporating disagreement and connectedness methods enabled by large language models by Tianxiang Cui, Yujian Ye, Yiran Li, Nanjiang Du, Xingke Song, Yicheng Zhu, Xiaoying Yang, Goran Strbac

“…The proposed method integrates structured time-series data with unstructured textual data to incorporate diverse factors, including the interplay between economic influences, green energy transitions, and investor sentiment. …”
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Development of a Numerical Prediction Method for the Strain Energy Density of Welded Joints Using Structural Stresses Derived from Nodal Forces by Simone Lucertini, Giulia Morettini, Filippo Cianetti

“…This activity demonstrates a strong correlation between the numerical values obtained from the proposed innovative approach and the results from predictions made using a standard energy-based approach, with significantly lower computational and setup costs. Data processing and calculations are performed using the open-source software Python 3.10 (Software Foundation, Wilmington, DE, USA) to demonstrate the applicability of this method as a quick and ready-to-use “post-process” tool for industrial applications.…”
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ICGenomics: A PROGRAM COMPLEX FOR ANALYSIS OF SYMBOL SEQUENCES IN GENOMICS by Y. L. Orlov, A. O. Bragin, I. V. Medvedeva, K. V. Gunbin, P. S. Demenkov, O. V. Vishnevsky, V. G. Levitsky, D. Y. Oshchepkov, N. L. Podkolodnyy, D. A. Afonnikov, I. Grosse, N. A. Kolchanov

“…They include novel methods of the processing of initial high-throughput sequencing data. …”
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Protocol for a double-blinded randomised controlled trial and process evaluation of a digital psychotherapeutic app in Singapore to improve symptom burden in patients with dermatol... by Nick Sevdalis, Jose M Valderas, Valencia Long, Mark Jean-Aan Koh, Liang Shen, Phillip Phan, Ellie Choi, Nisha Suyien Chandran, Mayank Dalakoti, Ziying Vanessa Lim, Jia Yi Chua, Cyrus S Ho, Kean J Hsu

“…Results will be disseminated via publication in a relevant journal. Data will be available from the corresponding author on reasonable request.Trial registration number NCT06702293.…”
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Identifying Asthma-Related Symptoms From Electronic Health Records Using a Hybrid Natural Language Processing Approach Within a Large Integrated Health Care System: Retrospective S... by Fagen Xie, Robert S Zeiger, Mary Marycania Saparudin, Sahar Al-Salman, Eric Puttock, William Crawford, Michael Schatz, Stanley Xu, William M Vollmer, Wansu Chen

“…Most of these symptoms are documented in clinical notes in a free-text format, and effective methods for capturing asthma-related symptoms from unstructured data are lacking. …”
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Assessment of computer and statistical literacy levels among medical students by N. Yu. Dmitrieva

“…Additionally, a business analysis service was used to validate the data and search for insights quickly. When statistically processing the results, descriptive statistics were used, and to compare indicators, non-parametric methods were used: Mann-Whitney and the Kruskal-Wallis test, which allow working with small samples, as well as one-way analysis of variance and correlation analysis. …”
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Application of Mixed-Integer Linear Programming Models for the Sustainable Management of Vine Pruning Residual Biomass: An Integrated Theoretical Approach by Leonel J. R. Nunes

“…Efficient biomass logistics play a key role in supporting circular bioeconomy principles by improving resource utilization and reducing operational costs. <i>Methods</i>: Two optimization approaches are evaluated: a base MILP model designed for scenarios with single processing points and an advanced model that incorporates intermediate processing steps to enhance logistical efficiency. …”
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PACULIARITIES OF CLINICAL PRESENTATION, DIAGNOSIS, AND TREATMENT FOR INJURIES OF THE LARGE SALIVARY GLANDS by D.S. Avetikov, V.M. Havryliev, O.S. Ivanytska, I.O. Ivanytskyi, P.I. Yatsenko, K.P. Lokes

“…The purpose of the study is to conduct a comparative analysis of the data of clinical examinations, laboratory tests, surgical treatment, complications and postoperative results, taking into account the prevalence of tumor and inflammatory processes of the parotid salivary glands. …”
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Effective Denoising of Multi-Source Partial Discharge Signals via an Improved Power Spectrum Segmentation Method Based on Normalized Spectral Kurtosis by Baojia Chen, Kaiwen Li, Yipeng Guo

“…In the field of partial discharge (PD) analysis, traditional methods typically employ single-source PD signal-processing techniques. …”
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Anatomy-Informed Multimodal Learning for Myocardial Infarction Prediction by Ivan-Daniel Sievering, Ortal Senouf, Thabo Mahendiran, David Nanchen, Stephane Fournier, Olivier Muller, Pascal Frossard, Emmanuel Abbe, Dorina Thanou

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Using a graph to schematize the test results of mining dump trucks by Dianov V.A., Bokarev A.I., Kartashov A.B., Dubinkin D.M., Pashkov D.A.

“…The main goal of the study is to develop an effective method for processing data obtained during tests of quarry dump trucks. …”
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Accelerating Ray Tracing-Based Wireless Channels Generation for Real-Time Network Digital Twins by Claudio Modesto, Lucas Mozart, Pedro Batista, Andre Cavalcante, Aldebaro Klautau

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Selection of Prediction Method of Basic Statistical Work Parameters of N.V. Sklifosovsky Research Institute for Emergency Medicine of the Moscow Healthcare Department by B. L. Kurilin, V. Y. Kisselevskaya-Babinina, N. A. Karasyov, I. V. Kisselevskaya-Babinina, E. V. Kislukhkina, V. A. Vasilyev

“…Aim of study Determining the most optimal method for predicting the work of a medical institution, based on identification of the main trends in the time series when constructing a model of the dependence of parameters or determining the behavior of data as a stochastic series (i.e. modeling random processes and random events with some random error).Material and methods To predict the main statistical indicators of N.V. …”
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