Predicting Index Trend Using Hybrid Neural Networks with a Focus on Multi-Scale Temporal Feature Extraction in the Tehran Stock Exchange by Mohammad Osoolian, Ali Nikmaram, Mahdi Karimi

“…Additionally, incorporating additional market indicators and exploring intraday data sources could further enhance prediction accuracy and robustness. …”
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Current research and future prospects of air pollutant and CO2 emission inventories in the iron and steel industry by Xin XU, Wanyue SHAN, Zheng ZHANG, Qing WANG, Xin BO

“…In addition, establishing a comprehensive, unorganized emission accounting system and optimizing the CO2 accounting framework and methods are essential. …”
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Life cycle assessment of biomass waste briquettes as renewable energy by M.N. Rashif, S. Hartini, D.P. Sari, B.S. Ramadan, T. Matsumoto, A.T. Balasbaneh

“…This study sought to ascertain the ideal mixture of briquettes derived from biomass waste, particularly corncobs, burnt corncobs, burnt rice husks, and polypropylene waste, by analyzing their chemical characteristics and the associated environmental effects.METHODS: This experimental design was selected to determine the optimal combination of materials for producing high-quality briquettes. …”
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Multicancer Early Detection Tests: A State‐of‐the‐Art Review for Otolaryngologists by Elena Kennedy, Greg Durm, Janice L. Farlow

“…Abstract Objective To provide a review of the science and applicability of current multi‐cancer early detection (MCED) tests for otolaryngologists. Data Sources PubMed, clinicaltrials.gov, company websites. …”
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IoT System with ESP32 for Smart Drip Irrigation and Climate Monitoring in Greenhouses by Joseph J. Correa-Quiroz, Max A. Toribio-Barrueto, Cristian Castro-Vargas

“…Furthermore, its scalability allows integration with renewable energy sources, increasing its autonomy and sustainability. …”
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Supercritical carbon dioxide extraction of astaxanthin from Corynebacterium glutamicum by Jan Seeger, Maximilian Zäh, Volker F. Wendisch, Christoph Brandenbusch, Nadja A. Henke

“…As astaxanthin integrates into the cellular membrane, effective extraction methods are essential to access this valuable compound. …”
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REVISITING THE ORGANIZATION OF A CLINICAL (MEDICAL) PSYCHOLOGIST WORK AT THE FIRST STAGE OF MEDICAL REHABILITATION IN THE CONDITIONS OF THE INTENSIVE CARE UNIT (ICU) BY THE EXAMPLE... by Алена Валентиновна Слекишина, Марина Григорьевна Жестикова, Светлана Станиславовна Зиборова

“…Finding the way to maintain a qualitative analysis of higher mental functions while reducing working hours adequately. Materials and methods. Theoretical analysis of sources and literature, Russian Ministry of Health Decree of 31 July 2020 № 788N on approval of the procedure of organizing of medical rehabilitation for adults. …”
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Tactics of Primary Emergency Radiation Diagnosis of Politrauma by Yu. G. Shapkin, P. A. Seliverstov, N. Yu. Stekolnikov

“…The review considers the problem of choosing the optimal tactical approach to primary emergency radiation diagnosis of injuries during polytrauma based on data on indications for use, advantages and disadvantages of modern methods and protocols of radiation imaging. …”
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“Transcranial direct current stimulation for chronic foot pain: A comprehensive review” by Roberto Tedeschi

“…Transcranial direct current stimulation (tDCS) has emerged as a noninvasive brain stimulation technique with potential for alleviating chronic pain syndromes. Methods: A review was conducted following the JBI methodology and adhering to PRISMA guidelines. …”
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Artificial intelligence in colorectal cancer: a review by G. Singh

“…A study on the application of Artificial Intelligence (AI) to the diagnosis, treatment, and prognosis of Colorectal Cancer (CRC) was discovered in more than 100 sources. In the review, data from 83 articles were incorporated. …”
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Strengthening Critical Thinking of Elementary School Students through Android-Based iSpring Suite Interactive Media by Purnomo Indra Saputra, Ivayuni Listiani, Heny Kusuma Widiyaningrum, Supri Wahyudi Utomo

“…This study uses a literature review method by analyzing various empirical studies and relevant academic sources related to the use of educational technology and the development of critical thinking. …”
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An Information Quality Framework for Managed Health Care by Crossette-Thambiah G, Berleant D, AbuHalimeh A

“…However, managed care organizations face significant challenges in ensuring information quality due to the complexity of data sources, regulatory requirements, and the need for effective data management practices. …”
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Classification of Complex Power Quality Disturbances Based on Lissajous Trajectory and Lightweight DenseNet by Xi Zhang, Jianyong Zheng, Fei Mei, Huiyu Miao

“…Finally, the LT image is input into the fusion model for training, and PQD classification is achieved using the optimally trained model. The experimental results demonstrate that, compared with current mainstream PQD classification methods, the proposed algorithm not only achieves superior disturbance classification accuracy and noise robustness but also significantly improves response speed in PQD classification tasks through its concise visualization conversion process and lightweight model design.…”
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Smart orthopedic implants: the future of personalized joint replacement and monitoring by Eskandar Kirolos

“…Sources were retrieved from PubMed, Scopus, Web of Science, and Google Scholar. …”

The role of venture capital funds in dissemination and development of innovation in Canada by Marat Ressin

“…Data were collected from various sources, including Canadian statistical databases and venture fund reports. …”
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Multimodal fusion with relational learning for molecular property prediction by Zhengyang Zhou, Yunrui Li, Pengyu Hong, Hao Xu

“…However, existing studies explore only a narrow range of modalities, and the optimal integration stages for multimodal fusion remain largely unexplored. …”
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Forecasting the daily energy load schedule of working days using meteofactors for the central power system of Mongolia by A. G. Rusina, O. Tuvshin, P. V. Matrenin

“…As initial inputs historical data on load, temperature and outdoor air humidity of the central energy system were used, which has the most of the energy demand and sources of Mongolia by 2021.RESULTS. According to the method of statistical analysis, daily load curves were constructed with an absolute percentage error of 2.68%. …”
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A Review of Emerging Techniques for Power Quality Improvement in Renewable Energy Integration by Kumar P. Rajesh, Shravani Chapala, Rajitha M., Lokeshwar Reddy Ch.

“…The growing integration of renewable energy sources (RES) into power grids presents significant challenges to maintaining power quality (PQ) due to the inherent variability and intermittency of these energy resources. …”
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Assessment of the readability of patient-facing materials for the most commonly prescribed medicines in Ireland by Mohamed Elhassadi, Patrick Moynagh, Anne Sinead Doherty, Claire Gorry, Caroline McCarthy

“…The average readability score was 10.28 (SD 1.24), exceeding the optimal target of below eight, which corresponds to an 8th-grade reading level. …”
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Technology Gap Analysis on the BIM-Enabled Design Process of Prefabricated Buildings: An Autoethnographic Study by Ding Zhou, Longbao Chen, Guohua Wei, Jiahui Zhang, Pengxiang Guo, Huigang Wang, Junpeng Zhao, Weijia Huang

“…Using autoethnographic methods, the research refines BIM-forward design through thematic analysis and technology gap (TG) assessments. …”
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