Prediction cardiovascular deterioration in a paediatric intensive care unit (PicEWS): a machine learning modelling study of routinely collected health-care dataResearch in context by Dan Fredman Stein, Michael J. Carter, John Booth, Mark J. Peters, Samiran Ray, Neil J. Sebire, Payam Barnaghi, Mario Cortina-Borja

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Mixed-method investigation of health consumers’ perception and experience of participation in patient safety activities by Nam-Ju Lee, Shinae Ahn, Miseon Lee

“…Objectives This study aimed to examine the factors influencing patient safety behaviours and to explore health customers’ experiences of patient participation in the healthcare system.Design A mixed-method sequential explanatory design was employed using a survey and focus group interviews with health consumers.Setting The study was conducted in South Korea using an online survey tool.Participants Survey data were collected from 493 Korean adults, aged 19 years or older, who had visited hospitals within the most recent 1 year. …”
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Study on the Generation Method of Longitude and Latitude Track Electronic Maps Based on LKJ-15 by HU Peng, ZHANG Jiahuan, WANG Bo

“…The orthogonal least squares method is then adopted to fit the tracks in sections, resulting in electronic maps derived from the data fitting results according to the algorithm requirements. …”
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A quick response data collection and management system for digital twin production line based on cloud-fog-edge computing collaboration [version 1; peer review: 2 approved, 1 appro... by Xuesong Mei, Zhiyuan Li, Zheng Sun, Jun Xu, Dawei Zhang

“…Methods A production line data collection, storage, and management system based on cloud-fog-edge computing collaboration and a digital twin was designed. …”
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Research and application of new method based on MDT intelligent analysis of LTE radio interference by Qizhu ZHONG, Xiuquan WU, Yaoman LUO

“…Aiming at the traditional LTE (long term evolution) wireless interference judgment analysis method has insufficient user dimension data,insufficient correlation of quality reasons,and too much dependence on manual analysis.A new method based on MDT (minimized drive test) technology for intelligent analysis of LTE radio interference was proposed.Firstly,the user’s wireless quality data and latitude and longitude information were collected by using MDT and MR (measurement report),and then DBSCAN (density-based spatial clustering of applications with noise) and adaptive clustering algorithm were used to collect the wireless coverage indicators and the latitude and longitude and other data were used for cluster analysis.Finally,the clustered data was imported into the self-built wireless interference judgment model,and the interference type was analyzed to realize the intelligent analysis of LTE wireless interference.Compared with the traditional interference analysis method,the proposed method can avoid the complicated road test process and improve the accuracy of the analysis.Data acquisition clustering and model analysis experiments show that the new method improves the efficiency and location accuracy of data collection,and effectively reduces the time of manual investment while the results are more accurate.…”
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Digital-Based Recitation Method to Improve Senior High School Shiva Learning Achievement by Yusfira Yusfira, Raya Mangsi

“… This study aims to examine the implementation of the recitation method to improve PAI learning achievement. This qualitative research uses a case study approach, with primary data sources including principals, teachers, and students, as well as secondary data in the form of school documents conducted at Wajo Regency Senior High School. …”
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Reliability Evaluation Method for Electricity Meters with Competitive Failures Under Arid High Temperature by ZHANG Wei, LI Ning, CHEN Min, HE Shuai

“…The on-site grid- connected operational data from Turpan, Urumqi, and Altay regions in Xinjiang, as well as the data of SEMs collected from the high dry heat typical environmental test base, were utilized to verify the effectiveness of the method proposed in this paper. …”
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Prediction of Equipment Failure Rates in Power Distribution Networks based on Machine-learning Method by Rita Jamasheva, Noor Hanoon Haroon, Ahmed Read Al-Tameemi, Israa Alhani, Ali Murad Khudadad, Bahira Abdulrazzaq Mohammed, Ali H. O. Al Mansor, Mustafa Asaad Hussein

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Confidentiality and family involvement in healthcare: a mixed-method approach of physicians’ perspectives in Jordan by Reema Karasneh, Sayer Al-Azzam, Mohammad Nusair, Abdel-Hameed Al-Mistarehi, Mamoon A. Aldeyab, Islam Massad

“…Methods A convergent (i.e., concurrent) mixed-methods approach was employed, integrating quantitative data collected through a questionnaire distributed to physicians and qualitative data were obtained through semi-structured interviews. …”
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Method of determining AIS/MAIS trauma scores from ICD 10 diagnosis codes by Kukić Dragoslav, Anđelić Slađana, Marković Marija, Štrbac Mirjana, Rajčević Smiljana, Čolaković Goran

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Assessment of Urban Carrying Capacity and Ecological Security of Sanandaj Using Ecological Footprint Method by narges mohmadai, kamran shaesteh, alireza eldrami, kobra melhossainidarani

“…In the documentation method, the required data were collected using library studies and referrals to internet sites, scientific databases and related organizations. …”
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DSRank: A New Hyper-Linked Based Method to Rank Datasets in LOD Cloud by Hamidreza Fardad, Hadi Khosravi-Farsani, Mohammadali Nematbakhsh

“…In this article, the famous PageRank algorithm is extended and a new link-based method is proposed for ranking the datasets in web of data.  …”
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Analysis of heavy metal concentrations in breast milk by neutrosophic method in the locate of Lahore, Pakistan by Adeena Fatima, Usama Afzal, Muhammad Aslam, Zainab Rafi, Naveed Ahmad, Mirza Albash Baig

“…This statistical method provides sufficient insight when examining data containing uncertainty. …”
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Research of the Order Analysis Method for Vibration Signal of Automotive Rear Axle Main Reducer by Wang Jianbao, Yang Ping, Guan Lichao, Zheng Xin

“…As the core component of automotive rear axle,the automotive main reducer undertake the function of slowdown and increase driving moment,its quality directly affects the safety and comfort of automotive.Taking the order analysis method as the core,the vibration signal analysis method of the automotive rear axle main reducer is designed based on the virtual instrument technology,the signal is collected by the data acquisition card and transmitted to the computer through the USB bus.The time point of vibration signal resampling is obtained through the processing of rotational speed signal,the order spectrum of the vibration signal is obtained by the frequency spectrum analysis of the vibration signal resampling,and the order spectrum is compared with the original vibration signal frequency spectrum,the clear frequency component is obtained,the problem of frequency alias produced by the speed fluctuation is solved.…”
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Nonpharmacological pain management methods used by post-operative patients: A cross-sectional study by Senay Karadag Arli

“…Data collection was done using the patient identification and clinical characteristics form. …”
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Road traffic deaths and injuries are under-reported in Ethiopia: a capture-recapture method. by Teferi Abegaz, Yemane Berhane, Alemayehu Worku, Abebe Assrat, Abebayehu Assefa

“…In this study two-sample capture-recapture method was applied using data from traffic police and hospital injury surveillance, through June 2012 to May 2013. …”
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A Heavy-Haul Railway Corrugation Diagnosis Method Based on WPD-ASTFT and SVM by Binghuan Xiao, Jinzhao Liu, Ziyuan Zhang

“…Experimental studies performed on the axle-box vertical acceleration data collected from the heavy-haul comprehensive inspection train show that the method presented by this paper achieves higher accuracy when compared with conventional feature classification methods for time-frequency analysis. …”
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Investigating Consumers’ Attitudes on Cryptocurrency Usage as an Online Shopping Payment Method in the City of Izmir by Mesut Fenkli, Ayşe Nur Çırak, Serhat Soylu

“…The study’s data were collected using the survey method applied to 212 participants in Izmir. …”
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College Teachers’ Openness to Inclusion and Students with Disabilities Experiences: A Mixed Method Study by Joseph S. Seclot

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Analyzing the impact of blockchain technology on banking transaction costs using the random forest method by Ibrahim Elsiddig Ahmed

“…This study addresses this gap by quantifying and rating blockchain’s impact on reducing banking transaction costs. The data has been collected from 17 of 20 United Arab Emirates national banks over 2017–2023 and analyzed using the random forest method to assess the association between blockchain adoption and four transaction cost elements. …”
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