Exploration of comprehensive two-dimensional liquid chromatography: Theoretical aspects and practical considerations - A tutorial by Katia Arena, Francesco Cacciola, Roberto Laganà Vinci, Paola Dugo, Luigi Mondello

“…Comprehensive two-dimensional liquid chromatography (LC×LC) is a valuable tool for the analysis of very complex samples. LC×LC, which involves the coupling of two or more orthogonal separation systems, is a potential alternative to the conventional liquid-chromatography (1D-LC) approach. …”
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Combination Manner of Sampling Method and Model Structure: The Key Factor for Rice Mapping Based on Sentinel-1 Images Using Data-Driven Machine Learning by Pengliang Wei, Jiao Guo, Jiaqian Lian, Chaoyang Wang

“…Otherwise, when pixel sample size exceeded 100 000-level, nonbuffer equal proportion sampling–advanced transformer combination could be the currently optimal selection over the combination of this sampling method and RF, and its overall accuracy could reach 91% as sample size increased. …”
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Gibbs-BERTopic: A Hybrid Approach for Short Text Topic Modeling by Yan Zhu, Yueying Liu

“…To reduce information barriers and improve the robustness and accuracy of topic models, we propose a new enhanced topic model—a hybrid method that integrates Gibbs sampling with BERTopic (Gibbs-BERTopic). …”
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Anticipatory emotions and academic performance: The role of boredom in a preservice teachers' lab experience by Jesús A. Gómez-Ochoa de Alda, José María Marcos-Merino, Cristina Valares-Masa, María Rocío Esteban-Gallego

“…Our study introduces an experience sampling method to measure sixteen discrete emotional states, deriving two scales for positive and negative activating emotions. …”
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Cognitive weaknesses or impairments on the NIH toolbox cognition battery in children and adolescents: base rates in a normative sample and proposed methods for classification by Nathan E. Cook, Nathan E. Cook, Nathan E. Cook, Grant L. Iverson, Grant L. Iverson, Grant L. Iverson, Grant L. Iverson, Justin E. Karr

“…This study examined the frequency of low NIHTB-CB scores and proposes flexible algorithms for identifying cognitive weaknesses and impairment among youth.MethodsParticipants were 1,269 youth from the NIHTB-CB normative sample who did not have a neurodevelopmental, psychiatric, or medical problem that might be associated with cognitive difficulties (53% boys and 47% girls; M = 11.8 years-old, SD = 3.0, range 7–17). …”
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The willingness to pay of Sicilian consumers for a wine obtained with sustainable production method: An estimate through an ordered probit sample-selection model by Maurizio Lanfranchi, Emanuele Schimmenti, Maria Gabriella Campolo, Carlo Giannetto

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Influence of Sampling Practices on the Appearance of DNA Image Histograms of Prostate Cells in FNAB Samples by Abdelbaset Buhmeida, Teijo Kuopio, Yrjö Collan

“…Abnormal histograms were more common after the sampling rule based on free cells, suggesting that abnormal patterns are best revealed through the free cells in these samples. …”
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A Novel and Sensitive Method for the Determination of Vitamin B2 (Riboflavin) in Urine and Pharmaceutical Samples Using an Aqueous Two-Phase Extraction by Sabah Shiri, Tahere Khezeli, Sami Sajjadifar, Ali Delpisheh, Moayed Avazpour, Alimohammad Abbasi

“…A novel, simple, and more sensitive spectrophotometric procedure has been developed for the determination of vitamin B2 (riboflavin) by an aqueous two-phase extraction (ATPE). …”
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Comparison evaluation of bacterial DNA extraction methods for improved molecular diagnostic accuracy of sepsis-causing pathogens in clinical whole blood samples by Byungjoon Na, Junghun Park, Sojin Park, Eunseon Park, Jimin Jang, Yu-Hee Kim, Jinyeop Lee, Hae-Sun Chung

“…All methods displayed high specificity for negative samples (100%). …”
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A non-sub-sampled shearlet transform-based deep learning sub band enhancement and fusion method for multi-modal images by Sudhakar Sengan, Praveen Gugulothu, Roobaea Alroobaea, Julian L. Webber, Abolfazl Mehbodniya, Amr Yousef

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Functionalisation of AgInS2/ZnS TQDs with 4-aminophenyl boronic acid for the development of a spectrofluorometric method for digoxin determination in pharmaceutical samples by Jose A. Rodriguez, Alfredo Guevara-Lara, Carlos Ángel-Jijón, Raybel Muñoz

“…A novel spectrofluorometric method for digoxin sensing in pharmaceutical samples was developed using AgInS2/ZnS ternary quantum dots functionalized with 4-aminophenylboronic acid. …”
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Impact of Non-Landslide Sample Sampling Strategies and Model Selection on Landslide Susceptibility Mapping by Weijun Jiang, Ling Li, Ruiqing Niu

“…Furthermore, this study demonstrated that the non-landslide sample selection method significantly improved prediction accuracy, particularly when samples were drawn from very-low-susceptibility zones identified by pre-classified machine learning models. …”
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MCGS-ReID: A Visible-Infrared Vehicle Reidentification Method Using Modal-Cross Graph Sampler by Jianfei Liu, Chunhui Zhao, Chen Zhao, Nan Su, Wanxuan Lu, Yiming Yan, Shou Feng, Yunfei Qu

“…To alleviate these differences, this article proposes a cross-modal vehicle reidentification network based on modal-cross graph sampling (MCGS) method: first, a MCGS method is proposed, which can help the subsequent network learn more cross-modal information and reduce the modality differences. …”
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Influence of Source Term Algorithm on Irradiation Induced Microstructure Evolution Based on Cascade Collision Defect Database by Cluster Dynamics Method by WANG Dongjie#, PAN Caifu#, WU Shi, HE Xinfu, DOU Yankun, YANG Wen

“…Cluster dynamics (CD) method is one of the important methods for simulating the microstructure evolution of nuclear materials under high-energy particle irradiation. …”

Tracking Microplastics in the Air: Cutting-edge Methods for Indoor and Outdoor Environments by Khadija Sharaf Din, Muhammad Fahim Khokhar, Hira Amjad

“…It has been demonstrated that ZnCl2 and H2O2 have no negative impacts on sample particles under the given conditions. This method has been proven suitable for environmental samples and can be reproduced within 2 days.…”
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Critical values for six Dixon tests for outliers in normal samples up to sizes 100, and applications in science and engineering by Surendra P. Verma, Alfredo Quiroz-Ruiz

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Advances in Clinical Trial Design: Employing Adaptive Multiple Testing and Neyman Allocation for Unequal Samples by Hanan Hammouri, Muna Salman, Mohammed Ali, Ruwa Abdel Muhsen

“…This study introduces a new method that combines three distinct approaches for comparing two treatments: Neyman allocation, the O’Brien and Fleming multiple testing procedure, and a system of different sample weights at different stages. …”
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Remote work – the new normal needs more research by Annina Ropponen

“…However, the increase is even more clear in PubMed-indexed papers, where the number of articles was 1–10 per year from 1990 to 2019, 134 in 2020, and 346–470 per year in 2021–2023. …”
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An Efficient Dual-Sampling Approach for Chest CT Diagnosis by Alshamrani K, Alshamrani HA

“…Two sampling approaches were compared: the proposed dual-sampling technique and a uniform sampling method.Results: The dual-sampling network demonstrated superior performance in detecting lung abnormalities compared to uniform sampling. …”
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Analytical Approach to Enhancing Efficiency of Silt Loading Collection in EPA Vacuum Sweep Method Using K-Means Clustering by Ho-jun Yoo, In-tai Kim

“…This study explores the application of K-means clustering to optimize the selection of sampling locations for suspended silt loading (sL) on asphalt pavements, addressing the limitations of traditional random sampling methods in the EPA method. …”
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