بدائل البحث:
design optimization » bayesian optimization (توسيع البحث)
access optimization » process optimization (توسيع البحث), stress optimization (توسيع البحث), process optimisation (توسيع البحث)
binary health » primary health (توسيع البحث)
health design » health decision (توسيع البحث), health decisions (توسيع البحث)
binary data » primary data (توسيع البحث), dietary data (توسيع البحث)
data access » data across (توسيع البحث), water access (توسيع البحث)
design optimization » bayesian optimization (توسيع البحث)
access optimization » process optimization (توسيع البحث), stress optimization (توسيع البحث), process optimisation (توسيع البحث)
binary health » primary health (توسيع البحث)
health design » health decision (توسيع البحث), health decisions (توسيع البحث)
binary data » primary data (توسيع البحث), dietary data (توسيع البحث)
data access » data across (توسيع البحث), water access (توسيع البحث)
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Table 1_Heavy metal biomarkers and their impact on hearing loss risk: a machine learning framework analysis.docx
منشور في 2025"…Demographic, clinical, and heavy metal biomarker data (e.g., blood lead and cadmium levels) were analyzed as features, with hearing loss status—defined as a pure-tone average threshold exceeding 25 dB HL across 500, 1,000, 2000, and 4,000 Hz in the better ear—serving as the binary outcome. Multiple machine learning algorithms, including Random Forest, XGBoost, Gradient Boosting, Logistic Regression, CatBoost, and MLP, were optimized and evaluated. …"
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Data_Sheet_1_Alzheimer’s Disease Diagnosis and Biomarker Analysis Using Resting-State Functional MRI Functional Brain Network With Multi-Measures Features and Hippocampal Subfield...
منشور في 2022"…Finally, we implemented and compared the different feature selection algorithms to integrate the structural features, brain networks, and voxel features to optimize the diagnostic identifications of AD using support vector machine (SVM) classifiers. …"
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Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles
منشور في 2025"…Data sources included peer-reviewed publications and reputable open-access repositories such as the NanoPharos database. …"