Development of approach to an automated acquisition of static street view images using transformer architecture for analysis of Building characteristics by Seunghyeon Wang

“…Typically, camera parameters such as pitch and heading need precise adjustments to clearly capture these features. However, system errors during image acquisition frequently result in unusable images. …”
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Enhancing Short-Term Load Forecasting Accuracy in High-Volatility Regions Using LSTM-SCN Hybrid Models by Bingbing Tang, Jie Hu, Mei Yang, Chenglong Zhang, Qiang Bai

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Prevalence and correlates of microalbuminuria in high-risk persons with hypertension, diabetes, or HIV at a tertiary hospital in Zambia. by Luyando Mutelo, Cornelius Simutanda, Lweendo Muchaili, Bislom C Mweene, Situmbeko Liweleya, Sydney Mulamfu, Gift C Chama, Lukundo Siame, Benson M Hamooya, Sepiso K Masenga

“…Sample size was calculated using the formula for a single proportion (expected prevalence: 30%, margin of error: 5%, 95% CI), yielding 323; we recruited 306 due to logistical constraints. …”
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A cluster-based local modeling paradigm for high spatiotemporal resolution VPD prediction using multi-source data and machine learning by Mi Wang, Zhuowei Hu, Xiangping Liu, Wenxing Hou

“…Spatiotemporal distribution statistics reveals higher prediction errors in southwestern mountainous and plateau regions, primarily due to heterogeneous local features driven by complex topography and climate. …”
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Post-hoc Evaluation of Sample Size in a Regional Digital Soil Mapping Project by Daniel D. Saurette, Richard J. Heck, Adam W. Gillespie, Aaron A. Berg, Asim Biswas

“…Furthermore, the comparison of the optimal maps to the reference maps showed little difference in the global statistics (concordance correlation coefficient and root mean square error) and spatial trends of the data, confirming that the optimal sample size was sufficient for creating predictions of similar accuracy to the full calibration dataset. …”
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Modeling and Numerical Simulations of Fuzzy-Fractional Oldroyd 6-Constant Nanofluid by Mubashir Qayyum, Aneeza Tahir, Syed Tauseef Saeed

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Ride-Sharing Determinants: Spatial and Spatio-Temporal Bayesian Analysis for Chicago Service in 2022 by Mohamed Elkhouly, Taqwa Alhadidi

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An approach to the quantitative determination of endogenous substances in biological fluids by a chromatographic method using a mathematical apparatus by V. V. Smirnov, L. M. Krasnykh, G. V. Ramenskaya, S. B. Kazanbekov

“…This allows you to maintain the original biomatrix effect when removing the chromatogram. A statistical apparatus is also used to eliminate possible gross errors. …”
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First Investigation of Long-Term Methane Emissions from Wastewater Treatment Using Satellite Remote Sensing by Seyed Mostafa Mehrdad, Bo Zhang, Wenqi Guo, Shan Du, Ke Du

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KRAS Mutations as Predictive Biomarkers for First-Line Immune Checkpoint Inhibitor Monotherapy in Advanced NSCLC: A Systematic Review and Meta-Analysis by Filip Marković, Jelena Milin-Lazović, Nikola Nikolić, Aleksa Golubović, Mihailo Stjepanović, Milica Kontić

“…Recent research suggests a link between KRAS mutations and the effectiveness of ICIs, as KRAS-driven tumors may possess unique immunogenic features that influence the tumor microenvironment. …”
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Glioma Grade Classification: Hypertuned CNN With Saliency-Based Insight From MRI by Khondakar A. Shahriar, Enamul H. Bhuiyan, Md. Forhad Hossain, Rakibur Rahman, Muhammad E. H. Chowdhury

“…Moreover, an ablation study and statistical analysis were performed. The experimental results confirm that integrating hyperparameter tuning in lightweight CNN models significantly improves tumor classification performance, reducing misclassification errors between adjacent grades. …”
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New correlations between ocular parameters and disease severity in Spanish patients with Gaucher's disease Type I. by Olivia Esteban, Miguel Angel Torralba, Susana Olivera, Mireya Martinez, Paula Montes, Sara Marco, Javier Ascaso

“…<h4>Results</h4>Nine subjects (18 eyes) were cases (female: 55.5%, mean age 45 years; male: 44.5%, mean age 36 years) and 40 subjects (80 eyes) were controls (female: 49%, mean age 50 years; male: 51%, mean age 55 years). There were no statistically significant differences when comparing ocular parameters (visual acuity; axial length, refractive errors, corneal parameters, lens, retinal and choroidal thickness) between case and control subjects (p>0.05). …”
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Modern methods of preventing aircraft overrunning the runway by S. F. Borodkin, A. I. Volynchuk, Sh. F. Ganiev, M. A. Kiselyov, I. A. Nosatenko

“…Currently, as the analysis of aviation accidents statistics shows, the issue of preventing and alerting aircraft overrun is quite relevant. …”
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A deep-learning-based consistency test approach for Earth system models on HPC systems by Yangyang Yu, Shaoqing Zhang, Haohuan Fu, Dexun Chen, Yang Gao, Xiaopei Lin, Zhao Liu, Xiaojing Lv

“…The ESM-DCT is based on the unsupervised bidirectional gate recurrent unit-autoencoder (BGRU-AE) model to study the features from the ESM simulation ensembles and adopts the reconstruction errors to evaluate the consistency. …”
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Computational Molecular Modeling of Pin1 Inhibition Activity of Quinazoline, Benzophenone, and Pyrimidine Derivatives by Nicolás Cabrera, Jose R. Mora, Edgar A. Marquez

“…The most robust individual model contained 9 features, and its predictive capability was statistically validated by the correlation coefficient for adjusting, 10-fold cross validation, test set, and bootstrapping with values of 0.910, 0.819, 0.841, and 0.803, respectively. …”
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Problems of Soviet procedural law enforcement in 1930s. by A. Kodintsev

“…The low quality of staff in the regional courts led to numerous errors.The role of statistics in assessing the quality of the judiciary increased.One of the reasons for the ineffectiveness of the proceedings can be considered as bad organization of work of the courts. …”
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Quantification of FDG in the spinal cord using PET/MRI by Eve Lennie, Steven Sourbron, Nigel Hoggard, Nigel Hoggard, Thomas Jenkins, Thomas Jenkins, Charalampos Tsoumpas

“…While time-of-flight correction goes somewhat resolves these quantification errors, further research is needed into partial volume correction.…”
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Mapping the Ionosphere Over East Asia Based on Ground‐Based GNSS TEC Data in 2010–2023 by Yuqing Wang, Huijun Le, Libo Liu, Yiding Chen, Bo Xiong, Ruilong Zhang, Bowei Liu, Wenbo Li, Wenjie Sun, Yu Li

“…This reconstructed regional TEC maps provide us a crucial data product that can assist us in statistically analyzing finer structural features of the ionosphere in this region.…”
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The Application of Imperialist Competitive Algorithm in Determining the Optimal Parameters of Empirical Area Reduction Method to Predict the Sedimentation Process in Dez Dam by Arash Azari, Sadegh Soori Hossein Bonakdari, Hossein Bonakdari

“…So that the total calculation errors in estimating of reservoir volume at different levels in these methods was 0.25, 14.7 and 17 (percent) respectively. …”
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White Matter Imaging Phenotypes Mediate the Negative Causality of Mitochondrial DNA Copy Number on Sleep Apnea: A Bidirectional Mendelian Randomization Study and Mediation Analysis by Ying Q, Wang M, Zhao Z, Wu Y, Sun C, Huang X, Zhang X, Guo J

“…Among 3935 BIPs, two features related to white matter microstructure served as partial mediators: the second eigenvalue from diffusion MRI data analysed by tract-based spatial statistics in the right posterior thalamic radiation, with a mediation proportion of 11.37% (P = 0.0450), and fractional anisotropy in the right sagittal stratum, with a mediation proportion of 12.79% (P = 0.0323).Conclusion: This study demonstrated a causal relationship between mtDNA-CN and SA, with specific brain white matter microstructure phenotypes potentially acting as mediators. …”
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