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QTG-LGBM: A method of prioritizing causal genes in quantitative trait loci in maize
Published 2025-06-01“…When examining the top 20% of ranked genes, QTG-LGBM demonstrated a significantly higher recall rate of causal genes compared to random selection methods. We identified key gene features affecting phenotypes through feature importance analysis. …”
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Students’ Perception on Career in Romania and Portugal – a Comparative Analysis
Published 2013-03-01“…In this article we aim to identify the orientations of the students from the economic field in regards to their own career and to make a comparative analysis of the outcome of a quantitative research undertaken this year, in two economic universities from two states of the European Union facing similar economic and social phenomena. …”
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Foreign Direct Investment in Latvia and Serbia: A Comparative Analysis
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PlastidHub: An integrated analysis platform for plastid phylogenomics and comparative genomics
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Optimization of plasma sample pretreatment for quantitative analysis using iTRAQ labeling and LC-MALDI-TOF/TOF.
Published 2014-01-01“…We generated an optimized protocol for quantitative protein analysis using iTRAQ reagents and an UltrafleXtreme (Bruker Daltonics) MALDI TOF/TOF mass spectrometer. …”
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DCE-MRI quantitative analysis and MRI-based radiomics for predicting the early efficacy of microwave ablation in lung cancers
Published 2025-03-01“…Abstract Objectives To evaluate the feasibility and value of dynamic contrast-enhanced MRI (DCE-MRI) quantitative analysis and MRI-based radiomics in predicting the efficacy of microwave ablation (MWA) in lung cancers (LCs). …”
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Comparative Analysis of YOLOv8 and HSV Methods for Traffic Density Measurement
Published 2025-01-01“…Conversely, the HSV method produces a linear pattern, indicating a more consistent but potentially less detailed measurement. Quantitative analysis shows that Location 2 has a higher traffic density compared to Locations 1 and 3, as indicated by the average number of detected vehicles per frame. …”
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A dual-method approach integrating dynamic QCA and LightGBM-SHAP algorithms to uncover the configuration paths and key drivers of water resource green efficiency in China
Published 2025-06-01“…This study presents three key innovations: (1) It applies the super-efficiency epsilon-based measurement and global Malmquist–Luenberger index (Super-EBM-GML) model from the perspective of high-quality economic development to analyze the spatiotemporal characteristics of WRGE across 30 Chinese provinces from 2014 to 2022. (2) It uses the Technology-Organization-Environment (TOE) framework and dynamic qualitative comparative analysis (QCA) model to identify the key drivers of WRGE and regional variations. (3) It integrates machine learning (light gradient-boosting machine with Shapley additive explanations; LightGBM-SHAP) with QCA to quantify the impact of variables, combining qualitative and quantitative analysis. …”
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Comparative analysis of YAG laser vitreolysis and posterior vitrectomy in diabetic hemophthalmus
Published 2014-10-01“…Purpose: To conduct a comparative analysis of YAG laser vitreolysis and posterior vitrectomy in diabetic hemophthalmus.Materials and Methods. …”
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The value of diffusion-weighted imaging and semi-quantitative dynamic contrast-enhanced MRI in predicting the efficacy of medroxyprogesterone acetate treatment for atypical endomet...
Published 2025-07-01“…The study aimed to explore the feasibility of diffusion-weighted imaging (DWI) and semi-quantitative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in predicting the efficacy of medroxyprogesterone acetate treatment for AEH and EC. …”
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On the Dynamism of Paintings Through the Distribution of Edge Directions
Published 2024-11-01“…This paper proposes a method for computing and comparing the dynamism of paintings through edge detection. …”
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iTRAQ-based quantitative proteomic analysis of defense responses of two tea cultivars to Empoasca onukii Matsuda feeding
Published 2024-01-01“…In this study, an isobaric tag for relative and absolute quantitation (iTRAQ)-based quantitative proteomic analysis was performed to compare the leaves of two tea cultivars 'Huangjinya' and 'Fudingdabaicha' after E. onukii feeding. qRT-PCR was used to detect the gene expression levels of tea plants feeding by E. onukii with different population densities. …”
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Enhancing mathematical modelling education at agricultural universities: A comparative study of dynamic vector diagrams using GeoGebra
Published 2025-03-01“…The study compares three instructional approaches: using Excel spreadsheets, utilising GeoGebra dynamic geometry software, and employing both tools simultaneously. …”
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Evaluating sustainable building assessment systems: a comparative analysis of GBRS and WBLCA
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Test-retest repeatability of quantitative organ and tissue uptake using 20-minute dynamic multiparametric whole-body [18F]FDG PET/CT in patients with type 2 diabetes
Published 2025-05-01“…Most notable is the metabolic rate of FDG uptake (MRFDG), which reflects quantitative glucose uptake into tissues and organs. …”
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