Search Results - data processing methods

Analyzing Patient Complaints in Web-Based Reviews of Private Hospitals in Selangor, Malaysia, Using Large Language Model–Assisted Content Analysis: Mixed Methods Study by Muhammad Hafiz Sulaiman, Nora Muda, Fatimah Abdul Razak

“…The factors identified follow a global pattern of issues identified from the literature. ConclusionsA data collection and processing pipeline consisting of Python Selenium, the GPT-4o mini model API, and a factor analysis module can support valid and reliable thematic analysis. …”
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The current epizootic and epidemiological situation of coxiellosis in the territories of the Southern, North Caucasian Federal Districts, Donetsk, Lugansk People's Republics, Zapor... by E. N. Sokirkina, A. K. Noskov, N. L. Pichurina, A. V. Tsay, D. I. Simakova, Ye. V. Kovalev

“…Objective: to characterize the dynamics and intensity of the incidence of Q fever for the period from 2015 to 2022, to determine the risk areas for human infection in the Southern and North Caucasian Federal districts and in the new subjects of the Russian Federation.Materials and methods: for epidemiological analysis, materials from analytical reviews "The epidemiological situation of natural focal infectious diseases in the Southern and North Caucasus Federal Districts" and state reports "On the state of sanitary and epidemiological welfare of the population" for 2015-2022, reporting data from the Rospotrebnadzor Department for the Rostov region, «Center for Hygiene and Epidemiology in Russia Rostov region» and the Departments of Rospotrebnadzor for the DPR and LPR. …”
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A scoping review of authorisation pathway for COVID-19 vaccines among selected countries by Supapitch Suphap, Parnnaphat Luksameesate, Osot Nerapusee, Puree Anantachoti

“…Countries without authorization information or with language barriers were excluded. Data on vaccine authorization processes including supporting strategies, submission criteria, and approval timelines were extracted and analyzed using content and comparative regulatory analysis.Results Twenty-four regulatory pathways from 20 countries were identified, categorized as ‘emergency use authorization’ (EUA) (n = 10), ‘conditional marketing authorization’ (CMA) (n = 8), and “temporary authorization’ (TA) (n = 6). …”
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Estimation of production consistency of diphtheria, tetanus, and pertussis components of the DTP vaccine using Shewhart charts by I. A. Alekseeva, O. V. Perelygina, E. D. Kolyshkina

“…Materials and methods: the study used data from 60 batch summary protocols of a Russian-produced DTP vaccine that were submitted to the Testing Centre of the Scientific Centre for Expert Evaluation of Medicinal Products from September 2017 until April 2020. …”
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Multi-Stage Image Aesthetic Assessment via Chain-of-Thought Reasoning by Zhenglang Jiang, Jianhao Liu, Hongming Li, Yue Liu, Yu Song

“…These modules progressively analyze images, from basic visual features to high-level emotional understanding, by employing a step-by-step reasoning process characteristic of CoT. Furthermore, we explore an MLLM-oriented data transformation paradigm to convert multi-source IAA datasets into structured, Chain-of-Thought-compatible data, facilitating convenient attribute annotation. …”
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Statistical Techniques for Planning Internal Audit Engagements and Analytical Procedures Selection by M. F. Safonova, A. Yu. Alekseenko

“…The use of statistical data analysis tools and publicly available information processing tools can improve the effectiveness of the internal audit function by the way of focusing on the most risky areas of the audited process. …”
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Hybrid FPGA-CPU-GPU system for real-time multiphase flow monitoring using wire-mesh sensors by Benjamin Sahovic, Michael Quinten

“…This paper presents a hybrid FPGA-CPU-GPU system for processing Wire-Mesh Sensor (WMS) data in real time, enabling continuous, high-resolution estimation of void fraction and gas-liquid interface velocity.The system combines high-speed signal acquisition with adaptive calibration and multiple velocity estimation methods, including histogram-based approaches and cross-correlation techniques. …”
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Quantifying training response in cycling based on cardiovascular drift using machine learning by Artur Barsumyan, Artur Barsumyan, Raman Shyla, Anton Saukkonen, Christian Soost, Jan Adriaan Graw, Rene Burchard, Rene Burchard, Rene Burchard

“…In the new era of technology, we propose an experimental method using machine learning (ML) to measure response quantified as aerobic fitness level based on cardiovascular drift and aerobic decoupling data.MethodsTwenty well-trained athletes in cycling-based sports performed monthly aerobic fitness tests over five months, riding at 75% of their functional threshold power for 60 min. …”
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Incremental Multi-Step Learning MLP Model for Online Soft Sensor Modeling by Yihan Wang, Jiahao Tao, Liang Zhao

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Asymptotic Normalization Coefficient Investigation of the 17O(d, p) Transfer for Astrophysical Application to the 17O(n, α)14C Reaction at Low Energies by G. L. Guardo, L. Lamia, J. P. Fernández-García, S. Piskor, M. La Cognata, G. D’Agata, S. Palmerini, D. Vescovi, V. Burjan, R. J. deBoer, V. Kroha, D. Lattuada, J. Mrazek, A. A. Oliva, R. G. Pizzone, G. G. Rapisarda, S. Romano, M. L. Sergi, R. Spartá, A. Tumino

“…A comparison with recent direct data and recent THM experimental data is presented. …”
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The Use of Computed Tomography and Ultrasonic Imaging for Assessment of Defects in Plates Made of a Polyesteric Resin by Daniela Ioana TUDOR, Stefan Dan PASTRAMA, Anton HADAR

“…The main purpose of this work was to establish the position, shape and size of the defects that appeared during the manufacturing process. A three-dimensional model was obtained from the X-ray tomography using specific software for data processing. …”
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Enabling discovery of the social determinants of health: using a specialized lens to see beyond the surface by Cynthia Sheffield, Gisela Butera, Dera Tompkins, Vence Bonham, Deborah Duran, Kimberly Middleton, Corina Galindo

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Quality approaches and standards of 3D printing in orthopedic and traumatological settings: a systematic review by Tanja Neussl, Richard Lindtner, Lukas Kampik, Sieglinde Pal, Michael Schirmer, David Putzer, Rohit Arora, Johannes Dominikus Pallua

“…Each phase of the production process—from image acquisition and segmentation to material selection and post-processing—affects the safety and performance of the final product. …”
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MultiModal Ensemble Approach Leveraging Spatial, Skeletal, and Edge Features for Enhanced Bangla Sign Language Recognition by Khan Abrar Shams, Md. Rafid Reaz, Mohammad Ryan Ur Rafi, Sanjida Islam, Md. Shahriar Rahman, Rafeed Rahman, Md. Tanzim Reza, Mohammad Zavid Parvez, Subrata Chakraborty, Biswajeet Pradhan, Abdullah Alamri

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Awareness of Dying Remains Relevant after Fifty Years by Tom Andrews, Alvita K. Nathaniel

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Changes in Sports Participation Trends: A Comparative Theoretical Analysis of the Case of the Municipality of Zaragoza by Celia Marcen, Irela Arbones-Arque, Dominic Malcolm

“…In this regard, this study employs an analytical framework to examine global trends, with a particular focus on the specific context of the municipality of Zaragoza (Spain). With a multi-method approach, a 10-year-period dataset (2009–2019) incorporating sport participation surveys, observational data, and a focus group study is analysed. …”
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Prediction of avalanches on the basis of the 27‐day Solar activity variations by N. A. Kazakov

“…To verify our hypothesis on a cyclic occurrence of the avalanche processes and to estimate a possibility to predict avalanches as a cyclic process we had analyzed information about avalanches and meteorological processes (number of avalanches per a day, their total and maximal volumes, and daily sums of precipitation) using the method of 27-day Sun (solar) calendars by A. …”
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Unraveling the co-morbidity between COVID-19 and neurodegenerative diseases through multi-scale graph analysis: A systematic investigation of biological databases and text mining by Negin Sadat Babaiha, Stefan Geissler, Vincent Nibart, Heval Atas Güvenilir, Vinay Srinivas Bharadhwaj, Alpha Tom Kodamullil, Juergen Klein, Marc Jacobs, Martin Hofmann-Apitius

“…This integrative framework supports the development of a co-morbidity hypothesis database aimed at facilitating therapeutic target discovery. All data, methods, and instructions for accessing the co-morbidity hypothesis database are publicly available at: https://github.com/SCAI-BIO/covid-NDD-comorbidity-NLP.…”
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AI-Based Classification of Pediatric Breath Sounds: Toward a Tool for Early Respiratory Screening by Lichuan Liu, Wei Li, Beth Moxley

“…Using clinical data to design and validate the proposed approaches, we propose novel methods for recognizing and classifying children’s breath sounds. …”
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Performance of segmentation (watershed and meanshift) and image transformation (MNF-laplacian filter) methods for extracting complex coastlines from Pleiades images: the case of th... by Luc Simirore Diatta, Katia Schörle, Zahra Akacha, Semah Bettaieb, Ali Drine, Ameur Oueslati, Luc Lapierre

“…However, the accuracy of coastline extraction methods can be hindered by various factors, including the quality of geospatial data, the characteristics of the study area, and the adequacy of pre-processing techniques applied. …”
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