Using Surrogate Models in the Construction of a Pareto-Optimal Positioning Electropneumatic Actuator with Discrete Pneumatic Valves by M. O. Sheykin, S. N. Cherkasskikh, D. V. Shilin, V. V. Fedenkov

“…To reduce computational costs, surrogate models, built using neural networks, were used. …”
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Optimization and benefit evaluation model of a cloud computing-based platform for power enterprises by Xueli Yin, Xuguang Zhang, Luyao Pei, Rong Hu, Kaihui Ye, Kangkang Cai

“…Its practical significance is reflected in the notable improvements in operational efficiency and cost control in real-world applications. The proposed model provides a clear trajectory and quantitative foundation for promoting an efficient and intelligent cloud computing ecosystem in the power sector.…”
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The outcome of selective delayed sentinel lymph node biopsy following upfront omission of axillary staging in low-risk invasive breast cancers: a retrospective hypothetical simulat... by Albin Bengtsson, Karolina Larsson, Kian Chin

“…Secondary endpoint was surgical costs. Result Of 712 patients, 205 (30%) had low-risk invasive cancers and eligible for SLNB omission. …”
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Evaluating the performance of CHIRPS and CPC precipitation data for streamflow forecasting using multiple linear regression and Long Short-Term Memory Neural Network model by Khairul Hasan, Md Sahidul Islam, Khayrun Nahar Mitu, Mahade Ibn Salam, Nazli Aghashahi

“…However, machine learning techniques have introduced cost-effective tools for streamflow forecasting that require minimal input data. …”
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Adaptive conflict resolution for IoT transactions: A reinforcement learning-based hybrid validation protocol by Mohammad A. Al Khaldy, Ahmad Nabot, Ahmad al-Qerem, Issam Jebreen, Abdulbasit A. Darem, Asma A. Alhashmi, Mohammad Alauthman, Amjad Aldweesh

“…The RL-based mechanism continuously adapts decision-making by learning from system states, prioritizing transactions, and dynamically resolving conflicts using a reward function that accounts for key performance parameters, including the number of conflicting transactions, cost of aborting transactions, temporal validity constraints, and system resource utilization. …”
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Real-time greenhouse gas emission intensity informed demand-side load regulation for power grid decarbonization by Honglin Li, Gulai Shen, Soroush Senemmar, Ali Mehmani, Jie Zhang

“…Conversely, areas with varying GHG intensity fluctuations may respond differently to the costs of load regulation, necessitating customized policies. …”
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Transabdominal ultrasound for the characterization and follow-up of cystic pancreatic lesions by Julian Seelig, Maria Heni, Max Seitzinger, Kien Vu Trung, Jürgen Feisthammel, Marcus Hollenbach, Robert Henker, Albrecht Hoffmeister, Jonas Rosendahl, Valentin Blank, Thomas Karlas

“…The final multivariate model (BMI, age, CPL diameter) yielded an 85% accuracy in predicting CPL detectability by TAUS. TAUS could be a cost-effective and patient-friendly imaging method for the surveillance of CPL in selected patients.…”
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Deprescribing vitamin B6 in a Singapore community hospital by Alvin Shao Qiang Ong, Keith Zhong Hui Lee, Yee Shiang Wong, Eng Fui Lim, Dalvin Wan Hong Koh, Hui Yun Soh, Tsui Pik Chan, Gabriel Gerald Wenjun Yee, Yu Xian Loo, Cheryl Yan Fang Tan

“…The additional 22 patients who had vitamin B6 deprescribed amounted to cost-savings of 1686 Singapore Dollars (SGD) per year. …”
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Analysis of indicators of an efficiency estimation of work of the employee and the business model of the organization by Yury G. Odegov, Valentina V. Pavlova, Lubov S. Telenaja

“…The paper presents a comparative analysis of different approaches to assessing the labour effectiveness.The performance of the work is the ratio of the four essential parameters that determine the measure of efficiency of persons’ activity: the quantity and quality of result of work (a service, material product or technology) in relation to spend time and cost on its production. The use of employees («performance») should be in the following way that they could achieve the planned results in the workplace. …”
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Autonomous robotic pruning in orchards and vineyards: A review by Alessandro Navone, Mauro Martini, Marcello Chiaberge

“…Manual pruning is labor intensive and represents up to 25% of annual labor costs in fruit production, notably in apple orchards and vineyards where operational challenges and cost constraints limit the adoption of large-scale machinery. …”
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The well-matched interaction between virtuality and reality for intraoperative localization of nonpalpable pulmonary nodulesCentral MessagePerspective by Zhen Feng, MD, Shuliang Yu, MD, Haixiao Diao, MB, Yue Yu, MB, Zhongmin Peng, MD

“…Current preoperative image-guided localization techniques require additional time, costs, procedural risks, advanced facilities, and well-trained operators. …”
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Artificial intelligence driven mental health diagnosis based on physiological signals by P.R. Naregalkar, A.A. Shinde, M.V. Patil

“…Diagnosis of mental health disorders is a matter of concern in this era. A cost-effective and efficient method is to be implemented for detection. …”
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Multiclock Constraint System Modelling and Verification for Ensuring Cooperative Autonomous Driving Safety by Jinyong Wang, Zhiqiu Huang, Xiaowei Huang, Yi Zhu, Fei Wang

“…CADS (cooperative autonomous driving systems) are software-intensive and safety-critical reactive systems and give great promise to our daily life, but system errors may not be identified in the design stage until the implement stage, and the cost to correct them will be more expensive later than the early stage. …”
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Artificial intelligence applications in the management of musculoskeletal disorders of the shoulder: A systematic review by Umile Giuseppe Longo, Martina Marino, Guido Nicodemi, Matteo Giuseppe Pisani, Jacob F. Oeding, Christophe Ley, Rocco Papalia, Kristian Samuelsson

“…Research on healthcare cost predictions, deterministic algorithms, patient satisfaction, protocol studies and upper‐extremity fractures not involving the shoulder were excluded. …”
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An Environmentally-Friendly RNAi Yeast-Attractive Targeted Sugar Bait Turns off the <i>Drosophila suzukii Rbfox1</i> Gene by Keshava Mysore, Jackson Graham, Saisuhas Nelaturi, Teresia M. Njoroge, Majidah Hamid-Adiamoh, Akilah T. M. Stewart, Longhua Sun, Molly Duman-Scheel

“…It is essential that new classes of eco-friendly insecticides and cost-effective strategies for SWD control are developed. …”
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Second Look Opportunity for Radiation Oncology Medical Residency During Virtual Interview Season by Mary T. Mahoney, MD, Young Suk Kwon, MD, Chika R. Nwachukwu, MD, PhD, Puneeth Iyengar, MD, PhD, Robert D. Timmerman, MD, Mona Arbab, MD, Kiran A. Kumar, MD, MBA

“…Conclusions: These IP SL opportunities were well-attended, well-received, and offered insights and experiences to RO resident applicants in the setting of exclusively virtual interviews. The cost of attendance may be a limiting factor when applicants are deciding to attend IP SLs. …”
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Evaluating referrals between rural district hospitals and a regional hospital in South Africa by Kambola D. Ngoie, Louis Jenkins, Johann Schoevers

“…High-quality referral systems are necessary for the cost-effective flow of patients between district and regional hospitals (RHs). …”
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Study protocol: Feasibility of medically tailored meals for pediatric populations at risk for disparities in serious illness outcomes due to inequities in food-related social drive... by Bridgette Thom, Victoria R Crowder, Andrew B Smitherman, Bethany S Cosgrove, Rebecca Bosch, Yashvi Vardhan, C Natasha Matt, Alice Ammerman, Sheila Judge Santacroce

“…The Medically Tailored Meals for Pediatric Populations at Risk for Disparities in Serious Illness Outcomes due to Inequities in Food-Related Social Drivers of Health (MTM-Kids) study aims to assess feasibility of providing medically tailored meals to adolescents undergoing cancer treatment, with a focus on recruitment, retention, parental cost-coping, and preliminary impact on food-related insecurities,.…”
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Unsupervised adaptive feature enhancement network for reliable damage alarm using guided waves under time-varying conditions by Fan Shao, Jiaxuan Li, Li Ouyang, Yuanqiang Ren, Lei Qiu, Shengfang Yuan

“…Structural health monitoring technology is crucial for ensuring the safe operation and reducing maintenance cost of aircraft structures. But complex time-varying conditions, which contain multiple coupled service environment factors, will significantly reduce the accuracy and reliability of damage alarm. …”
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A novel interleaved nonisolated high gain DC–DC boost converter based on voltage multiplier rectifier by Majid Hosseinpour, Elham Seifi, Ali Seifi, Shahab Sajedi

“…Its transformerless design, combined with a voltage multiplier, minimizes both size and cost while maintaining high efficiency. Additionally, the low stress on switches allows for the use of more affordable components, making it an ideal solution for renewable energy and DC microgrid applications. …”
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