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Multi-criteria analysis for selection of priority management programs for the Japaratuba River Basin, SE, Brazil
Published 2021-08-01“…Thus, the multi-criteria decision analysis (MCDA) applying the Analytic Hierarchy Process method (AHP) was used with data collection (water supply and distribution, sanitation, and forest cover) for the years 2018, 2019, and 2020, associating Geoprocessing techniques. …”
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Development of Semi-Automated Image-Based Analysis Tool for CBCT Evaluation of Alveolar Ridge Changes After Tooth Extraction
Published 2025-03-01“…This study introduces a novel, non-invasive, and semi-automated image-based analysis method that enables a more comprehensive evaluation of bone preservation using CBCT data. …”
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High-resolution spatial transcriptomics and cell lineage analysis reveal spatiotemporal cell fate determination during craniofacial development
Published 2025-05-01“…We systematically defined each mesenchymal cell type by mapping their transcriptomic profiles to spatial identities. Integrative analysis of spatial transcriptomic data from E12.5 to E15.5 further revealed mesenchymal lineage establishment at or prior to initiation of palatogenesis. …”
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Early childhood trauma and its long-term impact on cognitive and emotional development: a systematic review and meta-analysis
Published 2025-12-01“…Background Childhood trauma has profound, long-term effects on cognitive and emotional development. This systematic review and meta-analysis sought to synthesis the evidence around the long-term impact of human childhood trauma on domains of cognition and emotion in order to inform interventions and public health strategies.Methods We systematically reviewed 465 studies from PubMed, Cochrane Library, and Google Scholar, 9 studies were included after duplicates were removed and inclusion and exclusion criteria were applied, and all 9 studies were aimed at low-income people in the United States. …”
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Cross-species single-nucleus analysis reveals the potential role of whole-genome duplication in the evolution of maize flower development
Published 2025-01-01“…The difference in flower architecture between these two species is likely due to spatiotemporal gene expression regulation, and they are a good model for researching the evolution of flower development. Results In this study, we generated single nucleus and spatial RNA-seq data for maize ear, tassel, and sorghum inflorescence. …”
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Comprehensive analysis of risk factors and nomogram development for predicting hepatic metastasis following radical resection of adenocarcinoma of the esophagogastric junction
Published 2025-05-01“…Methods This retrospective study analyzed data from 524 patients with AEG who underwent radical resection, with patients randomly divided into a training group (368 cases) and a validation group (156 cases). …”
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Development of a high-performing, cost-effective and inclusive Afrocentric predictive model for stroke: a meta-analysis approach
Published 2025-07-01“…Most validated prediction models do not include data from African populations and may not be appropriate for the region. …”
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Transcriptome dynamics along with expression analysis of key genes involved in fiber development between Gossypium barbadense and Gossypium darwinii
Published 2025-05-01“…The expression quantity of RNA sequencing data, 31 genes were found common throughout all stages of DPAs in Gossypium darwinii 5–7 whereas, 377 genes were common in Gossypium barbadense XH-18 at 0, 5, 10, 15, 20, and 25 DPA stages of fiber development. …”
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Identification of DCAF5 as a novel cancer prognostic and immunotherapy biomarker through pan-cancer analysis and renal clear cell carcinoma clinical data validation
Published 2025-06-01“…In a broader oncological context, our comprehensive analysis across various cancer types revealed a heterogeneous expression pattern of DCAF5. …”
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Enhancing Clinical Data Infrastructure for AI Research: Comparative Evaluation of Data Management Architectures
Published 2025-08-01“…MethodsWe developed a comprehensive analysis framework that integrates aspects of data governance with technical performance criteria. …”
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Probabilistic coupled EV‐PV hosting capacity analysis in LV networks with spatio‐temporal modelling and copula theory
Published 2024-12-01“…The proposed models have been validated using actual EV charging and PV generation data from 36 Australian EV users over 1 year. Power flow simulation with actual data and modelled data have identified EV‐only and coupled EV‐PV hosting capacities in an Australian LV test network. …”
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Balancing Predictive Performance and Interpretability in Machine Learning: A Scoring System and an Empirical Study in Traffic Prediction
Published 2024-01-01“…Further research should extend this analysis to unstructured data, explore different interpretability methods, and develop new metrics for evaluating the trade-off across diverse contexts.…”
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Research on efficient analysis method and visualization for fatigue strength of welded frames based on ABAQUS
Published 2024-05-01“…This program is devised to rapidly extract data from result files, process them, establish local coordinate systems of base metal and welds, and generate comprehensive material utilizations at evaluation points in the local coordinate systems based on the DVS 1612 standard, and write them into result files, enabling rapid analysis and visualization of fatigue strength in welded frames. …”
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