Rehabilitation Guidelines for Use Following a Periacetabular Osteotomy (PAO): A North American Based Delphi Consensus by Ashley E. Disantis, Ethan Ruh, RobRoy Martin, Keelan Enseki, Michael McClincy

“…The standardization of rehabilitative care following PAO is essential for achieving optimal outcomes despite other factors such as geographical location and socioeconomic status. …”
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Peran Media Sosial dalam Transformasi Proses Pembelajaran dan Interaksi Sosial pada Generasi Digital by Abas Firdaus Basuni, Tutuk Ningsih

“…This study provides insights for educators, parents, and policymakers to understand the impacts of social media and optimize its potential in education. …”
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Exploring the Performance of Different On-Demand Transit Services Provided by a Fleet of Shared Automated Vehicles: An Agent-Based Model by Senlei Wang, Goncalo Homem de Almeida Correia, Hai Xiang Lin

“…Moreover, the proposed optimal vehicle assignment algorithm can significantly reduce the empty vehicle kilometres travelled (VKT) for the pickups for all tested SAV systems up to about 40% and improve the system capacity for transporting the passengers. …”
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Climate sensitivity and attribution analysis of water resources in China by Youzhu Zhao, Qiuxiang Jiang, Zilong Wang

“…Given global climate change and human pressures on water resource systems, assessing the sensitivity of terrestrial water storage (TWS) to climate variables is crucial for addressing water shortages and optimizing management strategies. Previous studies have focused on TWS sensitivity to a single climate variable, such as precipitation or temperature. …”
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Investigation of the dielectric characteristics of materials manufactured using additive technologies by S. V. Kharalgin, M. I. Voytovich

“…Based on the existing methods of measuring the dielectric characteristics of materials, the most optimal method for performing calculations in the electrodynamic computer-aided design system is selected by the finite integration method. …”
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An improved soft voting-based machine learning technique to detect breast cancer utilizing effective feature selection and SMOTE-ENN class balancing by Indu Chhillar, Ajmer Singh

“…The results of the experiment revealed that the soft voting classifier achieved high scores with an accuracy of 99.42%, precision of 100.0%, recall of 98.41%, F1 score of 99.20%, and AUC of 1.0 when it is trained on optimal features obtained from the CBFS method. However, with tenfold cross-validation (10-FCV), it shows a mean accuracy score of 99.34%. …”
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THE ELECTRONIC SYSTEM FOR THE MANAGEMENT OF UNIVERSITY EDUCATIONAL PROGRAMS by Yevhen Palamarchuk, Olena Kovalenko

“…For the analysis of the subject area and the formation of optimal management processes, the methodological recommendations of the National Agency for Higher Education Quality Assurance (NAQA), data export and import system for the Unified State Electronic Database on Education Issues, the experience, and recommendations of experts from the department of quality assurance of education of VNTU, experts and guarantors of educational programs were used. …”
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Effect of Freezing-Thawing Cycle on the Mechanical Properties and Micromechanism of Red Mud-Calcium-Based Composite Cemented Soil by Hao Wen, Chongxian Suo, Yafen Hao, Peige Fan, Xiaoqiang Dong

“…The results show that the optimal red mud content in RMCC is 12%. As the freezing-thawing cycle progresses, the difference in resistivity and pressure sensitivity of RMCC gradually weakens. …”
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Advances and Challenges in Pediatric Sepsis Diagnosis: Integrating Early Warning Scores and Biomarkers for Improved Prognosis by Susanna Esposito, Benedetta Mucci, Eleonora Alfieri, Angela Tinella, Nicola Principi

“…Meanwhile, a multifaceted approach that combines clinical judgment with existing tools and biomarkers remains essential to optimize pediatric sepsis management, improving outcomes and minimizing risks.…”
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Desmoplastic Small Round Cell Tumor of the Abdomen and Pelvis: Clinicopathological Characters of 12 Cases by Guangzhao Zhang, Guangjun Liu, Dahua Zhao, Xijun Cui, Gang Li

“…To study the clinical, radiological, and pathological characteristics of abdominal desmoplastic small round cell tumor (DSRCT) and investigate the optimal therapy modalities. Patients and Methods. …”
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The Important Role of Pyrolysis and Hydrothermal Carbonization in a Sustainable Circular Bioeconomy: A Brief Literature Review by Eira Jansson, Malin Kjell, Karin Ålund

“…Some of these recommendations are detailed comparative life cycle assessments (LCAs) to study the environmental impacts of  technology-choices, , research into tailoring the  optimal method and temperature to the feedstock deployed, and comprehensive  forecast-based economic analysis of commercial-scale pyrolysis and HTC projects, are called for. …”
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Data and Knowledge-Driven Bridge Digital Twin Modeling for Smart Operation and Maintenance by Zhe Sun, Bin Liang, Shengyao Liu, Zhansheng Liu

“…., defects and deformations), (3) analyzing structure deterioration patterns, (4) predicting structure failure risks, and (5) generating optimal maintenance and repair actions for ensuring structural safety. …”
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Evaluating AI-Driven Mental Health Solutions: A Hybrid Fuzzy Multi-Criteria Decision-Making Approach by Yewande Ojo, Olasumbo Ayodeji Makinde, Oluwabukunmi Victor Babatunde, Gbotemi Babatunde, Subomi Okeowo

“…Conclusions: This result underscores the importance of personalization and engagement in optimizing AI-driven mental health solutions, suggesting that tailored, user-focused approaches are pivotal for maximizing treatment success and user adherence.…”
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Evolving trends in the prevalence and treatment of ankylosing spondylitis in Korea from 2010 to 2023: a population-based study by Yu-Seon Jung, Soo-Kyung Cho, Se Rim Choi, Sun-Young Jung, Yoon-Kyoung Sung

“…Future research should focus on optimizing therapeutic sequences and evaluating long-term outcomes in this changing patient population.…”
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Process model of development of adolescents’ social initiative in educational organization environment by Svyatoslav V. Beloklokov

“…Its block structure (target, methodological, content, productive blocks), optimally implemented in the sequence of stages (orienting, activating, reflexive) is described. …”
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A Comprehensive Investigation of Anomaly Detection Methods in Deep Learning and Machine Learning: 2019–2023 by Shalini Kumari, Chander Prabha, Asif Karim, Md. Mehedi Hassan, Sami Azam

“…Future research directions include improving model performance, leveraging multiple validation techniques, optimizing resource utilization, generating high-quality datasets, and focusing on real-world applications. …”
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Reduction in Carbon Dioxide Emission and Energy Saving Obtained by Renovation of Building Envelope of Existing Residential Buildings by Rui Chen, Xiaoping Feng, Chengjing Li, Huapeng Chen

“…Finally, we identified the optimal combination for conserving energy and decreasing CO2 emissions as 120-mm-thick expanded polystyrene insulating board for both the exterior wall and the roof, and 5-mm-thick triple-silver low-emissivity glass and 5-mm-thick normal glass separated by 12 mm of air for the exterior windows, which resulted in a cooling capacity, heating consumption, total building energy consumption, static payback period, and dynamic payback period of 28.37 kWh m−2 a−1, 4.22 kWh m−2 a−1, 32.59 kWh m−2 a−1, 13.76 years, and 22.84 years, respectively, as well as an annual reduction in CO2, sulfur dioxide (SO2), and nitrogen oxides (NOx) emissions of 86.01 tons, 2.59 tons, and 1.29 tons, respectively.…”
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Usability criteria for Business Intelligence Reports in the South African banking industry by Pheladi A. Lebotsa, Judy van Biljon, Ronell van der Merwe

“…The problem is that many business intelligence (BI) reports are not used optimally, or not used at all, because of usability problems. …”
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Internal jugular distensibility index as a predictor of fluid responsiveness in adult patients undergoing elective surgery – A prospective accuracy study by Dita Aditianingsih, Aldy Heriwardito, Laksmi Senja Agusta, El Nissi Leonard, Chrisella Annabelle

“…Our analysis revealed an area under the curve (AUC) value of 0.871 (95% CI: 0.790, 0.951). The optimal cut-off value was found at an internal jugular vein distensibility index of >12.62% with a sensitivity of 84.4% and a specificity of 79.4%. …”
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A Multi-Branch Anchor-Free Detection Algorithm for Hospital Pedestrian by Keqiang Li, Yifan Li, Yiyi Wang, Haining Yu, Huan Zhang

“…Lastly, a local feature selection network is proposed to adaptively suppress non-optimal values from the multi-branch outputs, eliminating redundant feature boxes during prediction. …”
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