Variation in Thyroid-Stimulating Hormone and Cognitive Disorders in Unmedicated Middle-Aged Patients with Major Depressive Disorder: A Proton Magnetic Resonance Spectroscopy Study by Hui Zhao, Shunkai Lai, Shuming Zhong, Yiliang Zhang, Hui Yang, Yanbin Jia

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Leveraging an Enhanced CodeBERT-Based Model for Multiclass Software Defect Prediction via Defect Classification by Rida Ghafoor Hussain, Kin-Choong Yow, Marco Gori

“…Our research involves a specialized dataset comprising nine classes, including eight common programming errors and one error-free class. …”
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Upper Ocean Thermal Responses to Sea Spray Mediated Turbulent Fluxes during Typhoon Passage by Lianxin Zhang, Changlong Guan, Chunjian Sun, Siyu Gao, Shaomei Yu

“…Besides, the sea surface temperature is decreased by about 0.5°C during the typhoon passage, which also agrees with the sea surface temperature dataset derived from Advanced Microwave Scanning Radiometer for the Earth Observing and Reynolds. …”
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Australian compilation of seismic-derived bathymetry by Ulysse Lebrec, Victorien Paumard, Juliette Denudt, Catherine Du Réau, Simon C. Lang, Julien Bailleul

“…The production of the dataset is based on the integration of seismic survey first returns with seismic vessel echosounder measurements. …”
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The effects of combined training on tennis-specific performance in young tennis players by Gülşah Şahin, Osman Kurttekin

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Altered Brain Functional Activity in Infants with Congenital Bilateral Severe Sensorineural Hearing Loss: A Resting-State Functional MRI Study under Sedation by Shuang Xia, TianBin Song, Jing Che, Qiang Li, Chao Chai, Meizhu Zheng, Wen Shen

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Machine Learning-Based Classification of Turkish Music for Mood-Driven Selection by Nazime Tokgöz, Ali Değirmenci, Ömer Karal

“…Experimental results reveal that, with all features considered in the dataset, RF achieved the highest accuracy at 0.8098. …”
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Evaluation of Patients with Parkinson’s Disease in Intensive Care Units: A Cohort Study by Álvaro Réa-Neto, Bruna C. Dal Vesco, Rafaella S. Bernardelli, Aline M. Kametani, Mirella C. Oliveira, Hélio A. G. Teive

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A two-stage HDR reconstruction pipeline for extreme dark-light RGGB images by Yiyao Huang, Xiaobao Zhu, Fenglian Yuan, Jing Shi, U. Kintak, Jingfei Fu, Yiran Peng, Chenheng Deng

“…Also, a comparative analysis is conducted based on a standard dataset, and the results show that the proposed approach performs better in creating well-exposed images and improves the Peak-Signal-to-Noise Ratio (PSNR) by 0.16 dB compared to the benchmark methods.…”
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Retrospective observational study of the association between changes in physical activity and frailty in middle-aged and older adults: evidence from the Korean Longitudinal Study o... by Eun-Cheol Park, Ye Jun Jung, Junhyuk Kim, Yun Seo Jang

“…Objectives This study aimed to investigate the relationship between changes in physical activity and frailty among middle-aged and older adults in Korea, using panel data from the 2006–2022 Korean Longitudinal Study of Aging (KLoSA).Design Retrospective observational study.Setting For this longitudinal panel study, data were sourced from the KLoSA dataset.Participants We analysed data from 5594 participants (2855 males and 2739 females) extracted from KLoSA data collected between 2006 and 2022.Primary and secondary outcome measures The frailty index was calculated based on 6 clinical domains comprising 34 age-related health deficits. …”
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The first rodent behavioral study (1822) and the diffusion of human-bred albino rats and mice in the 19th century by Raffaele d’Isa

“…Third, the relationship that arose between the rat and the dog is even more surprising if we consider that the dog was a trained rat-catcher. Importantly, this rat-dog bonding case, which showcased the tameness of Moss’s albino rat in both lay and scientific publications, represented the first popularization of the docility of albino rats. …”
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Quantitative Analysis of Multicomponents in Qufeng Zhitong Capsule and Application of Network Pharmacology to Explore the Anti-Inflammatory Activity of Focused Compounds by Mengjie Xue, Yuting Zhao, Ying Cui, Jing Yang, Yuefei Wang, Xin Chai

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The roles of impulsivity, comorbid ADHD, and borderline personality disorder in patients with bulimia nervosa by Susanne Gilsbach, Julia Leuchtenberger, Beate Herpertz-Dahlmann, Ulrich Voderholzer, Kerstin Konrad, Georg von Polier, Jochen Seitz, Manfred Fichter

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An effective electrocardiogram segments denoising method combined with ensemble empirical mode decomposition, empirical mode decomposition, and wavelet packet by Yaru Yue, Chengdong Chen, Xiaoyuan Wu, Xiaoguang Zhou

“…The mean SNR, MSE, RMSE, and R are 5.7427, 0.0071, 0.0551, and 0.9050 in the China Physiological Signal Challenge 2018 dataset. Compared with others denoising methods, the experimental results not only exhibit that the SNR of the ECG signal is effectively improved, but also show that the details of the ECG signal are fully retained, laying a solid foundation for the automatic detection of ECG segments.…”
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Performance Assessment of Multiple Classifiers Based on Ensemble Feature Selection Scheme for Sentiment Analysis by Monalisa Ghosh, Goutam Sanyal

“…The proposed methods are evaluated on the basis of three standard datasets, namely, IMDb movie review and electronics and kitchen product review dataset. …”
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A 20 m spatial resolution peatland extent map of Alaska by Mark J. Lara, Roger Michaelides, Duncan Anderson, Wenqu Chen, Emma C. Hall, Caroline Ludden, Aiden I. G. Schore, Umakant Mishra, Sarah N. Scott

“…Statewide peatland mapping (overall agreement:85%) identified peatlands to cover 4.6, 10.4, and 5.3% of polar, boreal, and maritime ecoregions, respectively, and 7.3% of the total terrestrial land area. This new dataset will improve the representation of peatland carbon, nutrient, and fire dynamics across Alaska.…”
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Optimal Dependence of Performance and Efficiency of Collaborative Filtering on Random Stratified Subsampling by Samin Poudel, Marwan Bikdash

“…The TTI linear regression of a CF method appears to be same for all datasets. Extensive simulations illustrate that TTI can be estimated reliably with FUD and FID only, but AL requires considering additional dataset characteristics. …”
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Correlation between serum neurofilament light chain and short-term outcomes in patients with hypertensive intracerebral hemorrhage by Jun Zhou, Yulin Zhao, Lichuang Zhang, Yanrui Dong, Zehu Li, Yansong Wang, Xiangdong Wang

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A Component Prediction Method for Flue Gas of Natural Gas Combustion Based on Nonlinear Partial Least Squares Method by Hui Cao, Xingyu Yan, Yaojiang Li, Yanxia Wang, Yan Zhou, Sanchun Yang

“…A near-infrared spectral dataset of flue gas of natural gas combustion is used for estimating the effectiveness of the proposed method compared with PLS. …”
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Total Body Irradiation without Chemotherapy as Conditioning for an Allogeneic Hematopoietic Cell Transplantation for Adult Acute Myeloid Leukemia by Sultan Altouri, Mitchell Sabloff, David Allan, Harry Atkins, Lothar Huebsch, Dawn Maze, Rajiv Samant, Christopher Bredeson

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