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Genome-Wide Association Study on Imputed Genotypes of 180 Eurasian Soybean <i>Glycine max</i> Varieties for Oil and Protein Contents in Seeds
Published 2025-01-01“…In this study, we conducted a genome-wide association study (GWAS) to identify genetic loci linked to oil and protein content in seeds, using imputed genotype data for 180 Eurasian soybean varieties and the novel “genotypic twins” approach. This dataset encompassed 87 Russian and European cultivars and 93 breeding lines from Western Siberia. …”
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6022
Enhancing Arabic text-to-speech synthesis for emotional expression in visually impaired individuals using the artificial hummingbird and hybrid deep learning model
Published 2025-04-01“…The AMCDD-AHODL approach is examined using the Modern Standard Arabic dataset containing 1229 records. The performance validation of the AMCDD-AHODL approach portrayed a superior accuracy value of 95.80 % compared to the existing ML and DL models. …”
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6023
A Novel Convolutional Neural Network-Based Approach for Fault Classification in Photovoltaic Arrays
Published 2020-01-01“…We generate a consistent dataset over which to compare ours and previous approaches, to make for the first (to the best of our knowledge) comprehensive and meaningful comparative evaluation of fault diagnosis. …”
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Assessment of WRF Land Surface Model Performance over West Africa
Published 2020-01-01“…The model precipitation was assessed against TRMM while surface temperature was compared with the ERA-Interim reanalysis dataset. Results show that the LSMs performed differently for different variables in different land-surface conditions. …”
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6026
Comparison of Machine Learning Methods and Conventional Logistic Regressions for Predicting Gestational Diabetes Using Routine Clinical Data: A Retrospective Cohort Study
Published 2020-01-01“…Results. In the validation dataset, the machine learning and logistic regression models performed moderately (AUC 0.59-0.74). …”
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Approaches to implementing and financing primary health care in Kenya: a case of seven counties
Published 2025-02-01Get full text
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A Study on the Infrageneric Classification of <i>Hordeum</i> Using Multiple Methods: Based on Morphological Data
Published 2024-12-01“…This study aims to improve the infrageneric classification of <i>Hordeum</i> by integrating multiple analytical approaches based on morphological data. A comprehensive dataset of key morphological traits was compiled from a wide range of <i>Hordeum</i> accessions, including representatives from all major taxonomic groups within the genus. …”
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Decreased Spp1 Expression in Acute Myocardial Infarction after Ischemia and Reperfusion Injury
Published 2021-01-01“…We used the GSE83472 dataset from the Gene Expression Omnibus (GEO) database to find differential RNA expression between ischemia-reperfusion tissue and control samples. …”
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Evaluating the feasibility of AI-predicted bpMRI image features for predicting prostate cancer aggressiveness: a multi-center study
Published 2025-01-01“…The model has good universality when tested on multiple external datasets. Graphical Abstract…”
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Scaling of fractured rock flow. Proposition of indicators for selection of DFN based flow models
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6038
Cluster analysis of cutting technique—a valuable approach for assessing anterior cruciate ligament injury risk?
Published 2025-02-01“…Cluster analysis of cutting technique, using a K-means algorithm, did not prove to be a valuable approach for assessing ACL injury risk in this dataset.…”
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6039
Newly identified single-nucleotide polymorphism associated with the transition from nonalcoholic fatty liver disease to liver fibrosis: results from a nested case-control study in...
Published 2025-12-01“…The present study was conducted to explore how single-nucleotide polymorphism (SNP) impacts the development of fibrosis in those suffering from NAFLD.Materials and methods Utilizing the UK Biobank dataset, we conducted a nested case-control analysis among NAFLD participants, defining the case group as those with liver fibrosis and cirrhosis during follow-up. …”
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