Search Results - data processing methods

Utilizing Podocyte Foot Process Morphology for the Identification of Diabetic Nephropathy with or without Minimal Change Disease: Establishment of an Artificial Intelligence-Assist... by Li X, Zhang P, Jiang S, Shang S, Zhang J, Liu J, Li C, Gao Y, Zhang H, Li W

“…Additionally, it establishes a foundational framework for AI-powered analysis of renal imaging data to improve disease diagnosis and prognosis prediction.Keywords: diabetic nephropathy, minimal change disease, podocyte, foot process width, slit diaphragm, machine learning…”
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Adaptive Torque Control for Process Optimization in Friction Stir Welding of Aluminum 6061-T6 Using a Horizontal 5-Axis CNC Machine by Austin Clark, Ihab Ragai

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DEMOGRAPHIC SITUATION IN THE NORTH CAUCASIAN FEDERAL DISTRICT by V. S. Belozerov, N. A. Shchitova, I. A. Soloviev

“…Materials and research methods. The informational basis of the study is the data of official statistics at the level of regions and cities-cores of urban agglomerations of the North Caucasus Federal District. …”
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Lightning Damage Detection Method Using Autoencoder: A Case Study on Wind Turbines with Different Blade Damage Patterns by Takuto Matsui, Kazuki Matsuoka, Kazuo Yamamoto

“…In this study, an approach was proposed: a SCADA data analysis method using an autoencoder to assess the soundness of wind turbines without visual inspection. …”
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Effectiveness of a Theory-Based Educational Intervention on the Constructs of the Health Action Process Approach (HAPA) Model and Sun Protective Behaviors in Male Students by Qazal Olad Azimi, Isa Mohammadi Zeidi, Hadi Morshedi, Mohammadreza Maleki, Saeed Shahsavari, Amir Pakpoor

“…The intervention consisted of five 45-minute group training sessions, each accompanied by a 3–5-minute summarized educational audio file and two targeted SMS messages. Data were collected using a multi-section questionnaire comprising demographic items, 31 items measuring subscales of the Health Action Process Approach (HAPA) model, and an 8-item behavioral evaluation checklist. …”
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Electricity Cost Forecasting in the South African Mining Industry: A Gap Analysis by Andrea Cronje, Jean H. van Laar, Johann F. van Rensburg, Jan C. Vosloo

“…Despite the rapid improvement in the availability and resolution of real-time electricity data, budget development processes in mining have remained relatively unchanged. …”
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COMPARATIVE ESTIMATION OF THE STATE OF THE CAPILLARY NETWORK OF THE MUCOUS MEMBRANE OF UNDERDENTURE SPACE AND SPEED OF THE ATROPHY OF ALVEOLAR PROCESS WITH PROSTHETICS MADE FROM DI... by V.G. Shuturminskiy

“…Studies of the speed of the atrophy of alveolar processes were studied employing the procedure of Ivannikov (Ukraine) in the our modification. …”
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Aspect-Based Sentiment Analysis for Hospitality Industry Applications: A Systematic Literature Review by Sahin Ismet Can, Eyupoglu Can

“…One of the most important methods in Natural Language Processing (NLP), especially in the hospitality sector, is Aspect-Based Sentiment Analysis (ABSA). …”
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Discriminant analysis of variational pulsometry parameters by U. I. Silkina, V. A. Balandin

“…Mathematical data processing was carried out by the method of discriminant analysis of variational pulsometry parameters of healthy and sick patients with heart failure. …”
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A CNN-Transformer Fusion Model for Proactive Detection of Schizophrenia Relapse from EEG Signals by Sana Yasin, Muhammad Adeel, Umar Draz, Tariq Ali, Mohammad Hijji, Muhammad Ayaz, Ashraf M. Marei

“…Proactively detecting schizophrenia relapse remains a critical challenge in psychiatric care, where traditional predictive models often fail to capture the complex neurophysiological and behavioral dynamics preceding recurrence. Existing methods typically rely on shallow architectures or unimodal data sources, resulting in limited sensitivity—particularly in the early stages of relapse. …”
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Implementation of SMOTE to Improve the Performance of Random Forest Classification in Credit Risk Assessment in Banking by Nafa Nur Adifia Nanda, Yuniar Farida, Wika Dianita Utami

“…Before executing the classification process, issues frequently arise when data cannot be directly processed due to class imbalance. …”
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The PDCA Cycle and the Point-Rating System for Assessing Students’ Knowledge: Ways to Improve the Quality of Education (Based on the Materials of the Discipline “Business Process M... by G. B. Pestunova, S. A. Ulyanova

“…The research methods. Let’s consider how the process of forming the point-rating system is in the study of the discipline “Business Process Management”, based on the statistical data of the lecturer, we will test the hypothesis of improving the quality of knowledge when using the methodology of the point-rating system based on the results of the work of second-year students of the Faculty of Higher school of management; we will identify the degree of motivation of students to master the educational program. …”
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Chemotranscriptomic analysis of 7-hydroxymatairesinol-related effects on MCF7 human breast tumor cells by I. Yu. Torshin, A. N. Rubashkina, O. A. Gromova

“…The GEO (Gene Expression Omnibus) database contains samples of data from transcriptomic studies allowing to model dose-dependent compound-related effects on gene expression based on the chemograph-derived combinatorial analysis algorithms. …”
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Spatiotemporal Variations in Human Activity Intensity Along the Qinghai–Tibet Railway and Analysis of Its Decoupling Process from Ecological Environment Quality Changes by Fengli Zou, Qingwu Hu, Lei Liao, Yuqi Liu, Haidong Li, Xujie Zhang

“…Based on different spatial distribution scales and construction phases of the Qinghai–Tibet Railway, this study integrates multi-source remote sensing data to construct a long-term spatiotemporal dataset of human activity intensity in the region. …”
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Benchmarking Variants of Recursive Feature Elimination: Insights from Predictive Tasks in Education and Healthcare by Okan Bulut, Bin Tan, Elisabetta Mazzullo, Ali Syed

“…Originally developed as an effective feature selection method in healthcare predictive analytics, Recursive Feature Elimination (RFE) has gained increasing popularity in Educational Data Mining (EDM) due to its ability to handle high-dimensional data and support interpretable modeling. …”
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Dataset Construction Using Item Response Theory for Educational Machine Learning Competitions by Takeaki Sakabe, Yuko Sakurai, Emiko Tsutsumi, Satoshi Oyama

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Leveraging Feature Fusion of Image Features and Laser Reflectance for Automated Fish Freshness Classification by Caner Balım, Nevzat Olgun, Mücahit Çalışan

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SEARCH FOR ALTERNATIVE SOURCES OF NATURAL PLANT ANTIOXIDANTS FOR FOOD INDUSTRY by N. V. Kupaeva, E. A. Kotenkova

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“BEST” Test – The game changer of noninvasive cardiac imaging by Chandra Shekara Reddy, Arun Srinivas, Nithin Bharadwaj, Samuel, Guru Prasad, Siddarth Kumar Chawath

“…Following specific steps, all 2D Echo clips were converted into realistically rendered realtime “3D Slice” data, depends on quality of 2D echo images. From correlation analysis, most measurement methods show a positive correlation. …”
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Process evaluation of a randomised trial of a triple low-dose combination pill strategy to improve hypertension control: a qualitative study by Vanessa Selak, Anushka Patel, Anthony Rodgers, Stephen Jan, Dorairaj Prabhakaran, Abdul Salam, Lakshmi K Josyula, Nitish Naik, Pavithra Godamunne, Arunasalam Pathmeswaran, Tracey Laba, Rupasvi Dhurjati, Asita de Silva, Pallab Kumar Maulik, Rama Guggilla, Ruth Webster (Griffiths)

“…Data were analysed using the framework analysis method in NVivo.Results Hypertension care in Sri Lanka was hindered by the absence of systematic screening and overcrowded public clinics. …”
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