Condition Monitoring and Predictive Maintenance in Industrial Equipment: An NLP-Assisted Review of Signal Processing, Hybrid Models, and Implementation Challenges by Jose Garcia, Luis Rios-Colque, Alvaro Peña, Luis Rojas

“…Failures in critical industrial components (bearings, compressors, and conveyor belts) often lead to unplanned downtime, high costs, and safety concerns. Traditional diagnostic approaches underperform in noisy or changing environments due to heavy reliance on manual feature engineering and rule-based systems. …”
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A Dual‐Modal Wearable Pulse Detection System Integrated with Deep Learning for High‐Accuracy and Low‐Power Sleep Apnea Monitoring by Jia Wang, Jiangtao Xue, Yang Zou, Yuxin Ma, Junhan Xu, Yanming Li, Fei Deng, Yiqian Wang, Kai Xing, Zhou Li, Tong Zou

“…While polysomnography (PSG) remains the gold standard for diagnosis, its clinical application is limited by high costs, complex setup requirements, and sleep quality interference. …”
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Leveraging Microalgae to Achieve Zero Hunger: Enhancing Livestock Feed for Nutritional Security by Leila Urrutia-Mazzuca, Marcia Mazzuca, María José Ibáñez-González, Tania Mazzuca-Sobczuk

“…However, barriers such as economic costs, processing requirements, and resistance to changing traditional feeding practices present challenges. …”
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Corn and sorghum ground or rehydrated and ensiled in feedlot cattle diets by Laissa Araujo Guimarães, Severino Delmar Junqueira Villela, Jane Maria Bertocco Ezequiel, Paulo Gustavo Macedo de Almeida Martins, Patrícia Monteiro Costa, Fernando de Paula Leonel, Cláudio Manoel Teixeira Vitor, Josimari Regina Paschoaloto

“…Rehydrated corn silage allowed lower daily costs (US$ 2.12/day) in relation to ground corn grain (US$ 2.14/day). …”
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Toward a green strategy of sponge mariculture and bioactive compounds recovery by Caterina Longo, Cataldo Pierri, Roberta Trani, Maria Mercurio, Carlotta Nonnis Marzano, Giuseppe Corriero, Joseba Aguilo-Arce, Valeria Sini, Federica Massari, Carlo Zambonin, Danilo Vona, Pietro Cotugno, Roberta Ragni, Serena Masini, Adriana Giangrande, Gianfranco D’Onghia, Pere Ferriol

“…Such a combination of eco-friendly techniques paves the way to eco-sustainable supply of bioactive compounds from marine organisms highly profitable in terms of working times, costs, solvents, and energy saving.…”
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Research Progress in Epoxidation of Light Small-Molecule Olefins by Guanghui Zhao, Tianfu Yang, Jincheng Liu, Xianming Xu, Yulong Wang, Yongjun Zhang, Meng Gao, Chao Xiong, Hongbing Ji

“…Current research challenges, including enhancing catalyst stability and reducing costs, are summarized. In the future, developing highly efficient, green, and economically viable epoxidation technologies for large-scale industrial applications represents an important research direction in this field.…”
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Preoperative albumin-to-fibrinogen ratio as a predictor of postoperative hospital stay in locally advanced esophageal squamous cell carcinoma after neoadjuvant therapy by Hao Chen, Xuan Huang, Yipeng Chen, Weiming Chen, Xin Yan, Chun Chen, Bin Zheng, Haitang Lin, Hanliang Zhang, Chunyu Zhou, Chi Xu, Zhang Yang

“…Abstract Esophageal squamous cell carcinoma (ESCC) is a major global health issue, with postoperative hospital length of stay (LOS) being a critical factor influencing patient outcomes and healthcare costs. This study evaluates the impact of preoperative albumin-to-fibrinogen ratio (AFR) and albumin-to-D-II aggregates ratio (ADR) on LOS in patients with locally advanced ESCC undergoing neoadjuvant therapy. …”
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Deep learning techniques for sentiment analysis in code-switched Hausa-English tweets by Yusuf Aliyu, Aliza Sarlan, Kamaluddeen Usman Danyaro, Abdullahi Sani abd Rahman, Aminu Aminu Muazu, Mustapha Yusuf Abubakar

“…Compared to state-of-the-art transformer models, our framework significantly reduces computational costs while maintaining competitive performance. …”
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Analytical first-screening of distributed generation hosting capacity via extreme-value theory by Xin Ma, Han Wu, Yue Yuan, Wenhui Shi, Yuehui Huang

“…Conventional optimization and machine learning approaches often require high-resolution data and need substantial computational costs, making them impractical for engineering timelines. …”
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Short‐term electric power and energy balance optimization scheduling based on low‐carbon bilateral demand response mechanism from multiple perspectives by Juan Li, Yonggang Li, Huazhi Liu

“…Compared with a single perspective, the total operational costs can be reduced by 5.27%, and the carbon emissions of users can be reduced by 5.70%.…”
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A Multi-Objective Facility Coverage Location Problem for Emergency Medical Service Decisions in Hajj by Huda Zaki Naji, Mohanad Al-Behadili, Mohammad Sari Kadim

“…The suggested Multi-objective Coverage Location model (MO-CL) considers a bi-objective function, which is minimizing the EMS costs and the fatigue of EMS crew members. This can be managed by reducing the number of redeployments for both types of ambulances while still providing the required coverage levels. …”
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Venous Thromboembolism in Spinal Fusion Surgery: A Literature Review of Economic Impact, Risk Factors, and Preoperative Management by Sai Suraj Kollapaneni, Malek Moumne, Henry Twibell, John DeVine

“…Results: Postoperative VTEs are associated with higher costs and longer hospital stays for patients, in comparison to those who did not develop VTEs. …”
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Study on the Influencing Factors of Direct Current Dipole Array for Tunnel Advance Detection and Its Application by Xiaozhen Teng, Jianhua Yue, Shuanggui Hu, Chao Sun, Kailiang Lu, Herui Zhang, Danyang Xi

“…The device’s high detection accuracy and construction efficiency significantly reduce labor and material costs in field applications, offering both theoretical and practical value.…”
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A rare case of eosinophilic gastrointestinal disorders with short bowel syndrome after strangulated bowel obstruction by Yuhki Arai, Yoshiaki Kinoshita, Takashi Kobayashi, Yoshiaki Takahashi, Toshiyuki Ohyama, Naoki Yokota, Yu Sugai, Shoichi Takano, Yu Hamasaki, Utako Kaneko, Satoshi Kanada

“…Abstract Background Short bowel syndrome (SBS) is a rare yet costly disease with an incidence rate of 3 per million people. …”
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Ornamental Potential Classification and Prediction for Pepper Plants (<i>Capsicum</i> spp.): A Comparison Using Morphological Measurements and RGB Images as Data Source by Antonia Maiara Marques do Nascimento, Ruben Ruiz-Gonzalez, Víctor Martínez-Martínez, Artur Mendes Medeiros, Fábio Sandro dos Santos, Elizanilda Ramalho do Rêgo, Samy Pimenta, Cláudia Pombo Sudré, Cintia dos Santos Bento, Carlos Cambra, Priscila Alves Barroso

“…Furthermore, the estimation of ornamental potential using morphological measurements and RGB images yielded similar accuracy, indicating that a single photograph can effectively replace costly and time-consuming morphological measurements. …”
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Developing a Model for the Development of Private Iranian Football Club Management by Setareh Hassanzadeh, Jafar Barghi Moghadam, Hamid Janani, Mohammad Rahim Najafzadeh

“…Results: The findings of this research showed that managerial, economic, legal, social and cultural, political, branding, and fans factors as causal conditions; club success, income generation, infrastructure, etc. as background conditions; legal barriers, governmental barriers, economic barriers, etc. as interfering conditions; And government support, infrastructure development, ease of laws, entering the stock market and targeted planning were chosen as privatization strategies, which will ultimately bring the consequences of the development of the country's football, branding, profitability of clubs, and reduction of government costs. Conclusion: It is suggested that the government, sports managers, and football federation should take serious action by creating structural changes and laying the groundwork for the commercialization of football clubs, to increase their income sources, to be profitable clubs, the competition in the private sector to enter this field will increase, which will ultimately lead to the development of the country's football.…”
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Natural silk fiber microcarriers for cell culture by M. M. Bobrova, L. A. Safonova, A. E. Efimov, O. I. Agapova, I. I. Agapov

“…The method developed by us for fabrication of biocompatible silk fibroin microparticles in the form of fibers without using toxic reagents and significant time costs is promising for cell cultivation and delivery to the damaged area for tissue and organ regeneration.…”
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CASE OF CHRONIC CALCULOSIS PANCREATITIS IN PATIENT WITH ALCOHOLIC CIRRHOSIS by A. A. Yakushev, L. Yu. Ilchenko, I. G. Fedorov, S. Yu. Orlov, G. G. Totolyan, I. G. Nikitin

“…This  observation demonstrates social importance of problems of  combination HCP with a LC, which lead to reduced quality of life,  early disability, reduced life expectancy, as well as to an increase in treatment costs.…”
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Allergic rhinoconjunctivitis (a tool to help clinicians) by N. A. Aref’eva, V. V. Brzheskii, V. V. Vishnyakov, A. V. Emel’yanov, S. A. Karpishchenko, S. Ya. Kosyakov, A. S. Lopatin, D. Yu. Maichuk, Ya. A. Nakatis, I. V. Otvagin, G. Z. Piskunov, D. P. Polyakov

“…Therapeutic strategy is determined by the effect of a drug on certain symptoms and allergy clinical course, adverse reaction and complication risks, age limitations, and costs. Stepwise approach to the treatment of allergic rhinoconjunctivitis should be based onsymptom severity. …”
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A Novice-Friendly and Accessible Networked Educational Robotics Simulation Platform by Gordon Stein, Devin Jean, Saman Kittani, Menton Deweese, Ákos Lédeczi

“…Despite its potential for STEM education, educational robotics remains out of reach for many classrooms due to upfront purchase costs, maintenance requirements, storage space, and numerous other barriers to entry. …”
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