Purification and Characterization of Hyaluronic Acid Produced by Priestia flexa N7 by Dinh Giap Vu, Quang Tung Nguyen, Thi Cam Van Do, Thi Cuong Vu, Nguyen Phuong Dai Nguyen

“…Background: Hyaluronic acid (HA), a disaccharide polysaccharide, is widely used in medicine and cosmetics, with its applications depending on molecular weight (MW). Traditionally sourced from animals such as umbilical cords and chicken combs, extraction yields are low and cost high. …”
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TIME SERIES MODEL FOR TRAIN PASSENGER FORECASTING by Bashir Ammar Hakim, Billy Billy, Khairil Anwar Notodiputro, Yenni Angraini, Laily Nissa Atul Mualifah

“…In this study, we examine two methods that can be used as forecasting methods for train passenger data sourced from the Central Statistics Agency (BPS), namely ARIMA and Prophet. …”
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An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records by Hongnian Wang, Mingyang Zhang, Liyi Mai, Xin Li, Abdelouahab Bellou, Lijuan Wu

“…As the number of top-ranking features increased, the models’ accuracy began to stabilize, while feature subset stability (considering sample variations) and inter-method feature similarity reached optimal levels, confirming the validity of the FS framework. …”
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THE COMPARISON OF ARIMA AND RNN FOR FORECASTING GOLD FUTURES CLOSING PRICES by Windy Ayu Pratiwi, Anwar Fajar Rizki, Khairil Anwar Notodiputro, Yenni Angraini, Laily Nissa Atul Mualifah

“…This research seeks to evaluate and compare the performance of ARIMA and RNN in forecasting daily gold futures closing prices using forecast accuracy tests namely RMSE and MAPE, aiming to identify the optimal method that balances accuracy, stability, and adaptability to trends and seasonal variations in the financial market. …”
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Machine learning-based classification model to differentiate subtypes of invasive breast cancer using MRI by Nadesalingam Paripooranan, Warnakulasuriya Buddhini Nirasha, H. R. P. Perera, Sahan M. Vijithananda, P. Badra Hewavithana, Lahanda Purage Givanthika Sherminie, Mohan L. Jayatilake

“…Patient treatment and management also differ due to these variations.AimThe study aimed to develop a predictive model to differentiate IDC and ILC using machine learning techniques based on the morphological features of the contralateral breast. Methods- 143 magnetic resonance imaging (MRI) images were sourced from the “DUKE Breast-Cancer” collection on the Cancer Imaging Archive website. …”
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An Empirical Analysis of Herding Behavior in the Stock Market: Evidence from Various Economic and Social Conditions in Iran by Majid Aghaei

“…The stock exchange serves as a critical source of corporate financing and as a platform for individuals to invest their savings, attracting a substantial amount of domestic capital in recent years and playing a pivotal role in the country's economic growth and development. …”
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Analisis Kandungan Karbondiokasida (CO2) dan Gas Metan (CH4) Pada Pembuatan Biogas Berbahan Limbah Organik by Muanah Muanah, Suhairin Suhairin, Nur Annisa Istiqamah, Basirun Basirun

“…Organic waste with unlimited sources and high volumes can cause environmental pollution, so optimal processing is needed. …”
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Low-dose versus high-dose intravenous nitroglycerin in the treatment of sympathetic crashing acute pulmonary oedema: a systematic review and meta-analysis focusing on efficacy, saf... by Mohammad Iqbal, Raymond Pranata, Miftah Pramudyo, Hawani Sasmaya Prameswari, William Kamarullah, Mohammad Rizki Akbar, Triwedya Indra Dewi, Syarief Hidayat

“…Nitroglycerin (NTG) is commonly used in SCAPE management, but the optimal dosing remains uncertain. This meta-analysis compared the efficacy and safety of high-dose vs low-dose NTG in SCAPE patients, assessing mechanical ventilation need, symptom resolution, hospital stay and major adverse cardiovascular events (MACE).Design Systematic review and meta-analysis conducted per Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines, registered in Prospective Register of Systematic Reviews (CRD42024527486).Data sources A comprehensive search in PubMed, Europe PMC and ScienceDirect up to November 2024. …”
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Clinical and radiological course of asymptomatic and hemodynamically stable moyamoya disease: a systematic review and meta-analysis by Yang Chen, Yang Chen, Yang Chen, Yang Chen, Zixuan Zhou, Zixuan Zhou, Zixuan Zhou, Zixuan Zhou, Bingyang Qin, Bingyang Qin, Bingyang Qin, Bingyang Qin, Yan Liang, Peize Li, Peize Li, Peize Li, Peize Li, Ziao Li, Ziao Li, Ziao Li, Ziao Li, Yu Chen, Yu Chen, Ren Li, Ren Li, Ren Li, Ren Li, Biao Yang, Biao Yang, Biao Yang, Biao Yang, Xiaogang Wang, Xiaogang Wang, Xiaogang Wang, Xiaogang Wang, Yongqiang Wu, Yongqiang Wu, Yongqiang Wu, Yongqiang Wu, Xiaolong Guo, Xiaolong Guo, Xiaolong Guo, Xiaolong Guo, Huidong Zhang, Geng Guo, Geng Guo, Geng Guo, Geng Guo

“…However, there is currently a lack of comprehensive analysis on the clinical and radiological course of asymptomatic MMD (AMMD) and hemodynamically stable MMD (HSMMD).Data sourceWe conducted a comprehensive literature search using major bibliographic indexing databases, including Embase, Medline, PubMed, Web of Science, and Cochrane Library.MethodsThis systematic review was conducted based on the PRISMA guidelines. …”
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Effects of therapeutic interventions on long COVID: a meta-analysis of randomized controlled trialsResearch in context by Chang Tan, Jiahao Meng, Xingui Dai, Baimei He, Pan Liu, Yumei Wu, Yilin Xiong, Heng Yin, Shuhao Wang, Shuguang Gao

“…Therefore, we conducted a meta-analysis to comprehensively explore the effectiveness of diverse therapeutic interventions in long COVID. Methods: In this meta-analysis, we searched PubMed, Cochrane Library, Embase, Web of Science, SPORTDiscus (EBSCO), CINAHL (EBSCO), and Rehabilitation & Sports medicine source (EBSCO) from inception to July 20, 2025, for randomized controlled trials (RCTs) evaluating exercise training, respiratory muscle training, telerehabilitation, transcranial direct current stimulation (tDCS), olfactory training, palmitoylethanolamide with luteolin (PEA-LUT), and steroid sprays in adults with Long COVID. …”
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Exploration and research progress on the integrated technology of coalbed methane development, gas control, and methane emission reduction by Shuxun SANG, Honggao XIE, Zhihua YAN, Shiqi LIU, Xiaozhi ZHOU, Sijie HAN, Sijian ZHENG, Fansheng HUANG

“…Given the “triple” attributes of coal methane as an energy source, a disaster gas, and a greenhouse gas, developing integrated technologies for its development, management, and emission reduction is vital to enhance efficient production and utilization and ensure energy, production, and ecological security. …”
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Phytochemical Insights and Therapeutic Potential of <i>Chamaenerion angustifolium</i> and <i>Chamaenerion latifolium</i> by Akmaral Kozhantayeva, Zhanar Iskakova, Manshuk Ibrayeva, Ardak Sapiyeva, Moldir Arkharbekova, Yerbolat Tashenov

“…Future studies should focus on optimizing extraction methods, elucidating synergistic bioactivities, and conducting in-depth clinical trials to validate their efficacy and safety.…”
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Multi-Task Learning for Real-Time BSIM-CMG Parameter Extraction of NSFETs With Multiple Structural Variations by Seunghwan Lee, Seungjoon Eom, Jinsu Jeong, Junjong Lee, Sanguk Lee, Hyeok Yun, Yonghwan Ahn, Rock-Hyun Baek

“…To mitigate overfitting due to disparate data sources, such as Monte Carlo simulations for training data and technology computer-aided design (TCAD) simulations or hardware measurements for test data, additive noise was incorporated into the training data. …”
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Recommendations on benchmarks for numerical air quality model applications in China – Part 2: Ozone and uncertainty analysis by L. Huang, X. Zhang, C. Emery, Q. Mu, G. Yarwood, H. Zhai, Z. Sun, S. Xue, Y. Wang, J. S. Fu, L. Li

“…Chemical transport models (CTMs) serve as crucial tools in addressing O<span class="inline-formula">₃</span> pollution, with frequent applications in predicting O<span class="inline-formula">₃</span> concentrations, identifying source contributions, and formulating effective control strategies. …”
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Obtaining multi-component chrome plated coatings for press tooling equipment by Borys Sereda, Andrii Udod

“…As part of this study, we plan to conduct a broad review of existing methods, thoroughly study the features of the SHS processes, conduct a series of experimental studies to determine the optimal process parameters, and analyze the data obtained to determine the effectiveness of the SHS method for improving the mechanical properties of materials and extending the service life of machine parts and equipment for vulcanizing products from new elastomeric materials. …”
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Evidence-based medicine: 5 steps to navigate uncertainty by Rafael Martín-Masot, Carlos Ochoa Sangrador, Jaime Javier Cuervo Valdés, Carolina Blanco Rodríguez, Paz González Rodríguez, Javier González de Dios, M. Salomé Albi Rodríguez, Pilar Aizpurua Galdeano, María Aparicio Rodrigo, Nieves Balado Insunza, Albert Balaguer Santamaría, Fernando Carvajal Encina, Eduardo Cuestas Montañes, M. Jesús Esparza Olcina, Sergio Flores Villar, Garazi Frailea Astorga, M. Victoria Martínez Rubio, Manuel Molina Arias, Eduardo Ortega Páez, Begoña Pérez-Moneo Agapito, M. José Rivero Martín, Álvaro Gimeno Díaz de Atauri, Laura Cabrera Morente, Elena Pérez González, Juan Ruiz-Canela Cáceres

“…Subsequently, to avoid information overload, it is essential to manage the abundance of data by prioritizing high-quality sources and adopting strategies that can yield quick and reliable answers. …”
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Is Childhood IgA Nephropathy Different From Adult IgA Nephropathy? A Narrative Review by Areefa Alladin-Karan, Susan M. Samuel, Andrew W. Wade, Pietro Ravani, Silviu Grisaru, Ngan N. Lam, Kathryn A. Birnie, Robert R. Quinn

“…Adults were more likely to be optimized with renin-angiotensin system inhibitors (87-94% vs 49-75%). …”
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Anchoring of 2D layered materials of Ge5Si5O20 for (Li/Na/K)-(Rb/Cs) batteries towards Eco-friendly energy storage by Fatemeh Mollaamin

“…In this research, hydrogen energy sources on functionalized 2D materials by metals have been shown as promising alternatives for clean energy systems. …”
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Harmonization trial on ESR1 testing strategies in ER+/HER2- breast cancer patients: an Italian experience by Francesco Pepe, Gianluca Russo, Konstantinos Venetis, Claudia Scimone, Lucia Palumbo, Mariantonia Nacchio, Domenica di Giovanni, Claudia Sarracino, Ilaria Tomaiuolo, Elisabetta Zulato, Matteo Fassan, Daniela Righi, Giuseppe Perrone, Dario de Biase, Gabriele Casati, Fabio Pagni, Lucia Gullotti, Antonio Rizzo, Alessandro Perez, Antonio Russo, Katia Zavaglia, Gianluca Gragnano, Domenico Cozzolino, Sabrina Alfano, Cristian Scatena, Sara D’andrea, Monica Schiappacassi, Giuseppina Roscigno, Alessia Paganotti, Renzo Boldorini, Francesco Esposito, Pierlorenzo Pallante, Daniela Furlan, Marta Sbaraglia, Angelo Paolo Dei Tos, Giancarlo Troncone, Nicola Fusco, Umberto Malapelle

“…Liquid biopsy represents the most useful biological source to detect ESR1 activating mutations in clinical setting, but the lack of standardized pre-analytical and analytical procedures drastically impacts on detection rate of ESR1 mutations in diagnostic specimens. …”
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Improved Crime Prediction Using Hybrid Neural Architecture Search Together with Hyperparameter Tuning by Rami Ayied Alshahrani, Tariq Jamil Saifullah Khanzada

“…The Vancouver crime and Austin crime datasets were sourced from the Kaggle website. The study considered the robust rank aggregation (RRA) feature selection method to rank and select the best features to predict crime behavior in some countries. …”
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