Supplementary file 1_Identifying gastric intestinal metaplasia risk based on clinical indicators: a machine learning predictive model based on the SHAP methodology.xls حسب Yufen Wang (827997)

"…Additionally, the application of SHAP values improves the understanding of how features contribute to predictions, while the newly developed web-based calculator offers a practical tool for clinicians to evaluate GIM risk more easily.…"

Variation in band gap energy with respect to Co dopant concentration in ZnO-NPs. حسب Adil Muhammad (13003230)

الموضوعات:

Energy band gap of various dopant concentration of Co-doped ZnO-NPs. حسب Adil Muhammad (13003230)

الموضوعات:

Screening process diagram. حسب Wentao Yang (205781)

الموضوعات:

LASSO regression visualization plot. حسب Wentao Yang (205781)

الموضوعات:

Tertile stratified subgroup analysis. حسب Wentao Yang (205781)

الموضوعات:

Table_2_What Factors Are Most Closely Associated With Mood Disorders in Adolescents During the COVID-19 Pandemic? A Cross-Sectional Study Based on 1,771 Adolescents in Shandong Pro... حسب Ziyuan Ren (11169918)

Table_1_What Factors Are Most Closely Associated With Mood Disorders in Adolescents During the COVID-19 Pandemic? A Cross-Sectional Study Based on 1,771 Adolescents in Shandong Pro... حسب Ziyuan Ren (11169918)

Image 3_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.jpg حسب Guinian Du (21730952)

"…Calibration curves revealed strong prediction-actual outcome concordance (Brier score=0.139). SHAP analysis identified 13 key predictors, with age (mean SHAP value=0.216) and CA19-9 (mean SHAP value=0.198) as dominant contributors. …"

Image 1_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.png حسب Guinian Du (21730952)

"…Calibration curves revealed strong prediction-actual outcome concordance (Brier score=0.139). SHAP analysis identified 13 key predictors, with age (mean SHAP value=0.216) and CA19-9 (mean SHAP value=0.198) as dominant contributors. …"

Image 2_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.jpg حسب Guinian Du (21730952)

"…Calibration curves revealed strong prediction-actual outcome concordance (Brier score=0.139). SHAP analysis identified 13 key predictors, with age (mean SHAP value=0.216) and CA19-9 (mean SHAP value=0.198) as dominant contributors. …"

Table 1_A predictive model for metabolic syndrome in a community-based population with sleep apnea: a secondary prevention screening tool using simple and accessible indicators.doc... حسب Tong Feng (1586338)

"…To improve interpretability, Shapley additive explanations (SHAP) analysis was applied to quantify each predictor's contribution to the model's output.…"

GAP-43 immunoreactivity. حسب Dalal G. Al-Adwani (8190696)

"…Whereas the EGBE, G-B and GBE-treated groups showed significant decrease intensity of the GAP-43 immunoreactivity at week 3 and week 6 compared to crush group. …"

Rank based on mean SHAP-values for each attribute in association to the art judgments; *<i>p</i>-value <0.05; **<i>p</i>-value <0.05 incl. حسب Blanca T. M. Spee (12437023)

Observed success probabilities (triangles for women, squares for men) and predictions according to Model 3 (increasing curves for women, decreasing curves for men) for the Veni dat... حسب Casper Albers (4871716)

Gut and nasal microbiome features have significantly different pairwise distance distributions compared to null expectation. حسب Holly Kristin Arnold (14204655)

H2: MP_t-2 x profit decreased. حسب Marie Finnegan (10036657)

Using Deep Learning to Fill Data Gaps in Environmental Footprint Accounting حسب Bu Zhao (9204038)

Data Sheet 1_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.xlsx حسب Guinian Du (21730952)

"…Calibration curves revealed strong prediction-actual outcome concordance (Brier score=0.139). SHAP analysis identified 13 key predictors, with age (mean SHAP value=0.216) and CA19-9 (mean SHAP value=0.198) as dominant contributors. …"

Data Sheet 2_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.xlsx حسب Guinian Du (21730952)

"…Calibration curves revealed strong prediction-actual outcome concordance (Brier score=0.139). SHAP analysis identified 13 key predictors, with age (mean SHAP value=0.216) and CA19-9 (mean SHAP value=0.198) as dominant contributors. …"