Calibration curves for the test set of four models. حسب Meng Cao (105914)

الموضوعات:

ROC curves for the test set of four models. حسب Meng Cao (105914)

الموضوعات:

Performance metrics of the models on the training and test set. حسب Meng Cao (105914)

الموضوعات:

SHAP bar plot. حسب Meng Cao (105914)

الموضوعات:

Display of the web prediction interface. حسب Meng Cao (105914)

الموضوعات:

Sample screening flowchart. حسب Meng Cao (105914)

الموضوعات:

Descriptive statistics for variables. حسب Meng Cao (105914)

الموضوعات:

SHAP summary plot. حسب Meng Cao (105914)

الموضوعات:

The data processing and analysis pipeline. حسب Xin Zhang (35492)

Surround Suppression mechanism. حسب Elnaz Nemati (21402730)

Table 1_Heavy metal biomarkers and their impact on hearing loss risk: a machine learning framework analysis.docx حسب Ali Nabavi (21097424)

"…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. …"

An intelligent decision-making system for embryo transfer in reproductive technology: a machine learning-based approach حسب Sanaa Badr (20628838)

"…Binary classification models were developed to classify cases into two groups: those transferring two or fewer embryos and those transferring three or four. …"