Efficient Feature Selection and Hyperparameter Tuning for Improved Speech Signal-Based Parkinson’s Disease Diagnosis via Machine Learning Techniques by Deepak Painuli, Suyash Bhardwaj, Utku Kose

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Deep learning-enabled exploration of global spectral features for photosynthetic capacity estimation by Xianzhi Deng, Xiaolong Hu, Liangsheng Shi, Chenye Su, Jinmin Li, Shuai Du, Shenji Li

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Analysis of video image compression methods with partial information loss for medical information and measurement systems by Yu.O. Podchashynskyi, A.G. Stupak, L.O. Chepiuk

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Usability Evaluation of Educational Games: An Analysis of Culture as a Factor Affecting Children’s Educational Attainment by Marwan Alshar’e, Ali Albadi, Malik Jawarneh, Noman Tahir, Marya Al Amri

“…Three questionnaires and one observational checklist were used to gather data from 40 respondents (observers). SPSS was used in data analysis. …”
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A Geometric Semantic Enhanced TomoSAR Reconstruction Algorithm in an Urban Area: Analysis and Application by Chunyi Wang, Qiancheng Yan, Xiaolan Qiu, Yitong Luo, Lingxiao Peng, Zhe Zhang

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Interventions to improve the use of EMRs in primary health care: a systematic review and meta-analysis by Noura Hamade, Amanda Terry, Monali Malvankar-Mehta

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Analysis of physical properties in white and whole wheat sliced bread using digital image processing by Neiry-Dayán Martínez-Lara, Claudia L. Garzón-Castro, Annamaria Filomena-Ambrosio

“…In this way, the user will not have to apply subjective data analysis techniques, and the algorithm represents a low-cost solution for measure some physicals properties for sliced bread products.…”
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Variability in the Shape of the Active Length–Streamflow Relationship in Temporary Streams: Insights From an Empirical Analysis by N. Durighetto, R. Britt, M. Schirmer, G. Botter

“…However higher levels of noise emerge in higher frequency data sets. Furthermore, our analysis reveals three classes of L(Q) shapes: generally increasing relations, relations with a right plateau, and s‐shaped relations. …”
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Damage Identification in Large-Scale Structures Using Time Series Analysis and Improved Sparse Regularization by Huihui Chen, Xiaojing Yuan

“…Furthermore, regarding the numerical example, the damage identification results show that the max identification errors of the proposed method are 6% among the three cases under noise-free and noise-polluted data, while the max identification errors for MFO and the regularization method are 15% and 10%, respectively. …”
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Network Meta-Analysis of Factors Influencing the Carbon Sink Capacity of Urban Park Green Spaces by Yutong JI, Tianyi LIN, Lian LIU, Xiong LI

“…Additionally, leveraging human-machine collaboration through intelligent workflows can further enhance decision-making by combining real-time data analysis with human expertise. Future research should expand the assessment system for the composite factors influencing the carbon sink capacity of urban park green space, so as to fill the data gaps in the research on carbon sinks of parks under special ecological environments, and further enrich the data used.…”
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Analysis of the status of leprosy symptom surveillance in Guangdong province: an exploring effort to promote early detection by Lei Chen, Quan Luo, Haoze Xue, Jing Wang, Xiaohua Wang, Cheng Wang

“…Database was established and checked for logical errors, followed by descriptive statistical analysis, chi-square test using SPSS 24.0. …”
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Analysis of prognostic factors and risk prediction in brain metastases: a SEER population-based study by Qiang Ji, Qiang Ji, Zixuan Yang, Zixuan Yang, Xun Kang, Lili Zhou, Feng Chen, Wenbin Li, Wenbin Li

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Artificial intelligence in the interpretation of upper extremity trauma radiographs: a systematic review and meta-analysis by Matthew Mellon, BSc, Joshua Dworsky-Fried, BHSc, Preksha Rathod, MD, Darshil Shah, MBBS, Moin Khan, MD, James Yan, MD

“…Exclusion criteria were papers that (1) were not published in English, (2) were case reports, conference abstracts, editorials, or review articles, (3) related to hand and wrist orthopedics, and (4) reported upper extremity data integrated with nonupper extremity data. Data on fracture detection accuracy, area under the curve, sensitivity, and specificity were recorded. …”
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Construction of Generating Grinding Model and Analysis of Influencing Factor for Cycloidal Gear Tooth Surface of RV Reducer by Li Tianxing, Xing Chunrong, Wang Guofeng, Su Jianxin, Wang Huiliang, An Xiaotao, Li Jubo

“…The machining accuracy of cycloidal tooth surface is the key factor affecting the motion performance of RV reducer,and the reverse correction of grinding parameters according to the data of tooth surface error detection is an important link in the manufacturing process of the cycloidal gear. …”
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Stochastic Model and Rhythm-Adaptive Technologies of Statistical Analysis and Forecasting of Economic Processes with Cyclic Components by Serhii Lupenko, Andrii Horkunenko

“…The effectiveness of the model and associated methods is demonstrated through a series of computational experiments using Federal Reserve Economic Data. Results show that the rhythm-adaptive forecasting approach achieves mean absolute errors less than half of those produced by a comparable non-adaptive method, underscoring its practical advantage for the analysis and prediction of cyclic economic phenomena.…”
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Suitability Analysis of Cross-sectional Interpolation for Calculating Water Surface Profile in Mountainous River Channels by CHENG Bei, HU Yuying

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Retinal Thickness Analysis Using Optical Coherence Tomography: Diagnostic and Monitoring Applications in Retinal Diseases by Seong Joon Ahn

“…Retinal thickness analysis using optical coherence tomography (OCT) has become an indispensable tool in retinal disease management, providing high-resolution quantitative data for diagnosis, monitoring, and treatment planning. …”
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IMPACT OF EXTERNAL DEBT ON FINANCIAL DEVELOPMENT: AN EMPIRICAL ANALYSIS OF SELECTED EAST ASIAN AND PACIFIC COUNTRIES by Hoang Minh Nguyen

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Recovery of Optical Transport Coefficients Using Diffusion Approximation in Bilayered Tissues: A Theoretical Analysis by Suraj Rajasekhar, Karthik Vishwanath

“…Bottom-layer absorption was recovered with errors under 0.02 cm⁻¹, and top-layer scattering was retrieved within 3 cm⁻¹ of input values. …”
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Optimization and Verification of One-dimensional Three-field Model for Transient Analysis of Pressurized Water Reactor by YUAN Leqi1, LI Zanwang1, 2, FAN Jie1, 3, GOU Junli1, SHAN Jianqiang1

“…A key focus involved refining the transition criteria between film boiling and transition boiling heat transfer modes, crucial for accurate prediction of heat transfer coefficients and wall temperatures. Through analysis of UC-B reflooding experimental data encompassing four distinct conditions of reflooding rates (2.44-12.67 cm/s) and temperature (23.3-67.8 ℃), the multiple minimum film boiling temperature models were evaluated. …”
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