Generating context-specific sports training plans by combining generative adversarial networks. by Juquan Tan, Jingwen Chen

“…The proposed GAN model outperforms traditional ML and rule-based methods, achieving a 22% reduction in MSE and a 45% improvement in generation time. …”
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Equilibrium Solubility of Ammonium Nitrate and Potassium Nitrate in (NH₄NO₃-KNO₃-H₂O-C₂H₅OH) Mixed System by Xian Wu, Ganbing Yao, Hao Feng

“…Error analysis demonstrates that the calculated values exhibit satisfactory agreement with the experimental data.…”
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Low-Light Image Enhancement for Multiaperture and Multitap Systems by Miguel Heredia Conde, Bo Zhang, Keiichiro Kagawa, Otmar Loffeld

“…Additionally, we show that bilateral filtering can also be applied to the raw images of multitap ToF systems, leading to a significant error reduction in the final depth image.…”
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The axiom about the market (cadastral) cost of the reproducible factors of a single propert by A. D. Vlasov

“…To prove the methodological error of the calculation of the market (cadastral) value of capital construction objects, as a result of a violation of the Federal law of the Russian Federation of 29.07.1998 No. 135-FZ “On valuation activities in the Russian Federation”, article 3, in determining the market value of the property. …”
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Innovating medical education using a cost effective and scalable VR platform with AI-Driven haptics by Abhishek Kumar, Abdul Khader Jilani Saudagar, Ankit Kumar, Yazeed Masaud Alkhrijah, Linesh Raja

“…In a randomized controlled trial, participants trained with the VR platform demonstrated significant gains over those using conventional methods, with a 42% improvement in procedural accuracy, a 38% reduction in training time, and better skill retention. …”
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Validation of an Eye-Tracking Algorithm Based on Smartphone Videos: A Pilot Study by Wanzi Su, Damon Hoad, Leandro Pecchia, Davide Piaggio

“…<b>Results:</b> CHT_TM significantly improved the running speed of the CHT_ACM algorithm, with not much difference in the resource consumption, and improved the accuracy on the x axis. CHT_TM achieved a reduction by 79% of the execution time. CHT_TM performed with an average mean percentage error of 0.34% and 0.95% in the x and y direction across the 19 manually validated videos, compared to 0.81% and 0.85% for CHT_ACM. …”
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Comparing setup time and patient preferences for SCIg therapy: a head-to-head cross-sectional evaluation of two SC pumps by Brent Rutland, Suzanne Strasters, Jasmin Bosshard

“…Patients preferred prefilled syringes due to ease and potential error reduction. Fast setup time was important for arthritis management, reducing stress, work accommodation, and caregiver assistance.Conclusion A significant majority (78%) of patients preferred Pump A over Pump B. …”
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UAV-Assisted Localization of Ground Nodes in Urban Environments Using Path Loss Measurements by Yaser Bakhuraisa, Heng Siong Lim, Yee Kit Chan, Muhammad Hilman

“…This paper proposes a distance estimation error reduction framework to improve ground node localization accuracy in urban environments using an unmanned aerial vehicle (UAV) and path loss measurements. …”
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Whisper Automatic Speech Recognition and GPT Large Language Models as Best Practice for Assessing Communication Progress in Autism Spectrum Disorder by Naela Fauzul Muna, Mukhammad Andri Setiawan

“…The combination of these tools resulted in a significant reduction in analysis time by 89.1% compared to manual methods. …”
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Artificial Intelligence-Based Transmission Frequency Prediction in Cable Systems Using Electromagnetic Field Data by Abbas Seif, Hamid Radmanesh, Amir Ahmarinejad, Ahmad Ali Ashrafian

“…This study presents an AI-driven framework for predicting transmission frequency in cables using magnetic field data, offering a modern alternative to conventional analytical methods. A reference model based on transmission line theory analyzes twisted-pair cables via distributed parameters (R, L, C, G), yielding an initial frequency estimate of 750 MHz. …”
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Investigating design parameter effects on the curvature of composite soft actuators by automated numerical simulation with Python integration by Trinh Xuan Hiep, Van Binh Phung

“…This automation program enables automatic modification of input parameters while preserving critical properties, constraints, and boundary conditions, resulting in a significant reduction in simulation time. Compared to traditional methods requiring approximately 60 minutes for a single task, our technique achieves the same in merely 10 minutes. …”
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Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks by Hanjui Chang, Shuzhou Lu, Yue Sun, Yuntao Lan

“…The results demonstrated significant reductions in these values, affirming the method’s reliability and practicality. …”
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Addressing ORPD problem in a standard IEEE power network accompanied with RESs and FACTs appliances by COMMKE under volatile load scenarios by Susanta Dutta, Tushnik Sarkar, Chandan Paul, Sabbir Reza Tarafdar, Provas Kumar Roy, Ghanshyam G. Tejani, Seyed Jalaleddin Mousavirad

“…Comparative analysis has also been done on the performance of the other optimization methods that were showcased in the latest ORPD research. …”
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Framingham Risk Score Prediction at 12 Months in the STANDFIRM Randomized Control Trial by Thanh G. Phan, Velandai K. Srikanth, Dominique A. Cadilhac, Mark Nelson, Joosup Kim, Muideen T. Olaiya, Sharyn M. Fitzgerald, Christopher Bladin, Richard Gerraty, Henry Ma, Amanda G. Thrift

“…Methods and Results We used machine learning regression methods to evaluate 35 variables encompassing demographics, risk factors, psychological, social and education status, and laboratory tests. …”
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Study protocol for a randomised trial for atosiban versus placebo in threatened preterm birth: the APOSTEL 8 study by Ben W Mol, Fionnuala McAuliffe, Martijn A Oudijk, Christiana A Naaktgeboren, Jim Thornton, Ewoud Schuit, Job Klumper, Wouter Breebaart, Carolien Roos, Joris van der Post, Judith Bosmans, Anton van Kaam, Jelle Baalman, Marjolein Kok

“…A sample size of 760 participants (380 per group) will detect a reduction in adverse neonatal outcome from 11.95% to 6% (alpha error 0.05, beta error 0.2). …”
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Drug-Resistant Tuberculosis Hotspots in Oliver Reginald Tambo District Municipality, Eastern Cape, South Africa by Lindiwe Modest Faye, Mojisola Clara Hosu, Teke Apalata

“…The Linear Regression model predicts a continued decline to zero cases by 2026, with an R² = 0.865, a mean squared error (MSE) of 507.175, and a mean absolute error (MAE) of 18.65. …”
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Digital Health Technology Interventions for Improving Medication Safety: Systematic Review of Economic Evaluations by Widya Norma Insani, Neily Zakiyah, Irma Melyani Puspitasari, Muhammad Yorga Permana, Kankan Parmikanti, Endang Rusyaman, Auliya Abdurrohim Suwantika

“…On average, DHT interventions reduced ADEs by 37.12% (range 8.2%-66.5%) and medication errors by 54.38% (range 24%-83%). The key drivers of cost-effectiveness included reductions in outcomes, the proportion of errors resulting in ADEs, and implementation costs. …”
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Association of prognostic nutritional index with all-cause and cardiovascular mortality in adults with depression: NHANES 2005–2018 by Haiyan Ding, Xinchun Zou

“…Each 1-unit increase in PNI was associated with a 12% reduction in the risk of all-cause mortality (HR, 0.88; 95% CI, 0.84–0.93; p &lt; 0.001) and a 12% reduction in the risk of CVD mortality (HR, 0.88; 95% CI, 0.80–0.96; p = 0.006). …”
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Effectiveness of Dietary Guidelines for Reducing Free Sugar Intakes: A Randomised Controlled Trial by Lucy Boxall, Katherine M. Appleton, Emily Arden-Close, Janet James

“…There were no significant differences at baseline %FS (mean with standard error in parentheses); control with 10.36% (0.67), N with 10.15% (0.66), NF with 10.68% (0.62), and NFS with 10.19% (0.56). …”
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A new validated Lymphoedema-specific Patient Reported Outcome Measure (LYMPROM) for adults with Lymphoedema. by Melanie Thomas, Marie Gabe-Walters, Ioan Humphreys, Alan Watkins

“…<h4>Aims</h4>This paper describes the validation of LYMPROM© for adults with lymphoedema.<h4>Methods</h4>A multi-phased iterative review was undertaken to investigate the reliability and validity of LYMPROM©. …”
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