Double‐vs single‐balloon catheter for induction of labor: Systematic review and individual participant data meta‐analysis by Morgan D. Peel, Doortje M. R. Croll, Jørg Kessler, Birte Haugland, Craig E. Pennell, Jan E. Dickinson, Raed Salim, Noah Zafran, Kirsten R. Palmer, Ben W. Mol, Wentao Li

“…Randomized controlled trials that compared double‐balloon with single‐balloon catheters for induction of labor in singleton gestations were eligible. Participant‐level data were sought from trial investigators and an individual participant data meta‐analysis was performed. …”
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Deep Learning for Anomaly Detection in Time-Series Data: An Analysis of Techniques, Review of Applications, and Guidelines for Future Research by Usman Ahmad Usmani, Izzatdin Abdul Aziz, Jafreezal Jaafar, Junzo Watada

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Stock Data Analysis by Machine Learning Techniques to Improve Predictive Model-ing and Decision-Making in Financial Markets by Rasool F. Jader, Mudhafar Haji M. Abd

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SPBView: An extendable data analysis and combined visualization tool for saccadic eye-movement, pupil size, and blink detection by Marcel Ritter, Alexandra Hoffmann, Nikolaus Rauch, Pierre Sachse, Atbin Djamshidian, Matthias Harders, Philipp Ellmerer

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Data Envelopment Analysis Models to Measure the Relative and Scale Efficiency of Educational Institutions (Tikrit University as A Model) by Omar AL-Sultany, Oday Jarjies

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Design and analysis of a small satellite design hosting lidar sensor for data acquisition aimed at environmental protection by Paschalidis Maria, Kolios Stavros

“…This study presents the design and analysis of a small satellite design hosting a Lidar sensor for data acquisition aimed at environmental protection. …”
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Improved RIME algorithm: CEC performance analysis and feature selection experiment of Sino foreign cooperative data sets by Wei Zhu, Yuxi Hu, Lei Liu, Zhennao Cai, Huiling Chen, Guoxi Liang

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Prefabricated building construction in materialization phase as catalysts for hotel low-carbon transitions via hybrid computational visualization algorithms by Gangwei Cai, Xiaoting Guo, Yuguang Sun

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Enhanced Skin Lesion Classification Using Deep Learning, Integrating with Sequential Data Analysis: A Multiclass Approach by Azmath Mubeen, Uma N. Dulhare

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A Robust Multivariate Time Series Classification Approach Based on Topological Data Analysis for Channel Fault Tolerance by Seong-Yeon Jeung, Jang-Woo Kwon

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Development of an IMU-Based Post-Stroke Gait Data Acquisition and Analysis System for the Gait Assessment and Intervention Tool by Yu-Chi Wu, Yu-Jung Huang, Chin-Chuan Han, Yuan-Yang Cheng, Chao-Shu Chang

“…In this paper, we developed a gait data acquisition and analysis system based on IMU wearable devices, proposed a simple yet accurate calibration process to reduce the IMU drifting errors, designed a machine learning algorithm to obtain real-time coordinates from IMU data, computed gait parameters, and derived a formula for G.A.I.T. scores with significant correlation with the physician’s observational scores.…”
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Physics-Based and Data-Driven Retrofitting Solutions for Energy Efficiency and Thermal Comfort in the UK: IoT-Validated Analysis by Elena Imani, Huda Dawood, Sean Williams, Nashwan Dawood

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Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set by Ling Chen, Chunpeng Liu

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Reverse Osmosis Membrane Engineering: Multidirectional Analysis Using Bibliometric, Machine Learning, Data, and Text Mining Approaches by Ersin Aytaç, Noman Khalid Khanzada, Yazan Ibrahim, Mohamed Khayet, Nidal Hilal

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Association analysis between polygenic risk scores and traits: practical guidelines and tutorial with an illustrative data set of schizophrenia by Itziar Irigoien, Patricia Mas-Bermejo, Patricia Mas-Bermejo, Sergi Papiol, Sergi Papiol, Sergi Papiol, Neus Barrantes-Vidal, Neus Barrantes-Vidal, Neus Barrantes-Vidal, Araceli Rosa, Araceli Rosa, Araceli Rosa, Concepción Arenas

“…Most methodological Polygenic Risk Score (PRS)-related papers explain the laborious process of computing the PRS in great depth. Afterwards, as a last step, it is generally described that to test a possible association between a PRS and a trait of interest, an analysis through regression models (linear or logistic, depending on data type) should be carried out adjusting for covariates (e.g., sex, age, clinical information, or genetic ancestry-based Principal Components). …”
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Enhancing Coffee Agroforestry Systems Suitability Using Geospatial Analysis and Sentinel Satellite Data in Gedeo Zone, Ethiopia by Wondifraw Nigussie, Husam Al-Najjar, Wanchang Zhang, Eshetu Yirsaw, Worku Nega, Zhijie Zhang, Bahareh Kalantar

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Exploring the Determinants of Advanced Big Data Analytics Adoption in Zimbabwe’s Telecom Sector: A TOE Framework Analysis by Jethro Simbarashe Ngwendere, Nhlanhla Mlitwa

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Upper gastrointestinal lesions in patients with lower extremity peripheral artery disease: data from a retrospective analysis by A. A. Seljanina, A. I. Dolgushina, A. A. Fokin, A. S. Kuznecova, V. V. Genkel'

“…To assess the prevalence and structure of upper gastrointestinal (GI) lesions, as well as the factors associated with their development, in patients with lower extremity peripheral artery disease (PAD).Material and methods. This retrospective analysis of medical records with lower extremity PAD includes data from 258 patients. …”
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Clusters and associations of adverse neonatal events with adult risk of multimorbidity: A secondary analysis of birth cohort data. by Jeeva John, Seb Stannard, Simon D S Fraser, Ann Berrington, Nisreen A Alwan

“…<h4>Design</h4>Secondary analysis of birth cohort data.<h4>Setting</h4>Prospective birth cohort study of individuals born in Britain in one week of 1970.…”
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Soil Quality Assessment in the Mashhad Plain, Northeast Iran (A Minimum Data Set and Spatial Analysis Approach) by Amin Mousavi, Alireza Karimi, Seyed Kazem Alavipanah, Ashraf Malekian, Tayebeh Safari

“…Given the high cost and time required to measure all soil quality indicators, minimum data set (MDS) selection offers an efficient approach for accurate evaluation. …”
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