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Morphological Neuroimaging Biomarkers for Tinnitus: Evidence Obtained by Applying Machine Learning
Published 2019-01-01“…The area under the curve (AUC) and accuracy were used to assess the performance of the classification model. As a result, a combination of 13 cortical/subcortical brain regions was found to have the highest classification accuracy for effectively differentiating patients with tinnitus from healthy subjects. …”
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A novel high-resolution eco-functional vegetation mapping of coastal dunes
Published 2025-02-01Get full text
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528
Measuring the condition of Tehran Metropolitan based on Ubiquitous city indicators
Published 2022-12-01“…In general, dimensional classification showed that 13.33 percent of the dimensions were in an excellent condition, 13.33 percent in good condition, 20 percent in moderate condition, 40 percent in poor condition and 13.33 percent in deplorable condition. …”
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Three-dimensional reconstruction and connectivity analysis of REV-size organic matter in shales
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Identification of novel serum lipid metabolism potential markers and metabolic pathways for oral cancer: a population-based study
Published 2025-01-01“…The three most significant changes in lipid metabolites were phosphatidylcholine (PC(18:3e/17:2)), acylcarnitine (ACar(14:2)), and glucuronosyldiacylglycerol (GlcADG(14:1/14:1)). The disease classification model, constructed using a KNN algorithm with 13 metabolites selected through LASSO screening, achieved the best performance, with an AUC of 0.978 (0.955-1.000). …”
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Adaptive Positioning Control of Multi-Point Moorings with Disturbance Observation Under Input Constraints
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Eltrombopag Improves Refractory Thrombocytopenia in a Patient with Systemic Lupus Erythematosus
Published 2018-01-01Get full text
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Machine Learning and Multi-Omics Integration to Reveal Biomarkers and Microbial Community Assembly Differences in Abnormal Stacking Fermentation of Sauce-Flavor <i>Baijiu</i>
Published 2025-01-01“…This study used three machine learning models (Logistic Regression, KNN, and Random Forest) combined with multi-omics (metagenomics and flavoromics) to develop a classification model for abnormal fermentation. SHAP analysis identified 13 Sub-Temp Fermentation and 9 Waistline microbial biomarkers, along with 9 Sub-Temp Fermentation and 12 Waistline flavor biomarkers. …”
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Generalized Design for Additive Manufacturing (DfAM) Expert System Using Compliance and Design Rules
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Design and Evaluation of a Leader–Follower Isomorphic Vascular Interventional Surgical Robot
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Psychometric Properties and Confirmatory Factor Analysis of the Dark Tetrad Personality Questionnaire in Students
Published 2024-02-01“…The statistical population consists of all students aged 13 to 18 years in Khorramabad city in the academic year of 2019-2020. …”
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Mitogenome Phylogenetics of Spiruromorpha Porpoise Parasite: Insights Into Phylogeny of <i>Crassicauda magna</i>
Published 2024-12-01“…However, there has been a great controversy regarding its classification. Mitochondria have an important function in revealing taxonomic and evolutionary history. (2) Methods: In this study, we sequenced the mitochondrial genome of <i>C. magna</i> and conducted a phylogenetic analysis with the mitochondrial sequences of species belonging to the Habronematoidea family. (3) Results: The complete mitochondrial genome was 13,604 bp and it has an AT-rich sequence and one non-coding region (NCR). …”
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