The effect of HA digestion and HA replenishment alone or with CS on barrier function measured by TEER. by Charlotte J. van Ginkel (20790466)

SHAP waterfall plot. by Wentao Yang (205781)

“…Across 10 models, CatBoost performed best on the test set (AUC = 0.970, accuracy = 0.920, F1 = 0.918), with robust calibration and decision-curve net benefit. SHAP interpretation ranked eGDR among the most influential predictors: SHAP summary and dependence plots indicated that higher eGDR decreased the model’s predicted probability of frailty. …”

SHAP decision plot. by Wentao Yang (205781)

“…Across 10 models, CatBoost performed best on the test set (AUC = 0.970, accuracy = 0.920, F1 = 0.918), with robust calibration and decision-curve net benefit. SHAP interpretation ranked eGDR among the most influential predictors: SHAP summary and dependence plots indicated that higher eGDR decreased the model’s predicted probability of frailty. …”

SHAP dependence plots. by Wentao Yang (205781)

“…Across 10 models, CatBoost performed best on the test set (AUC = 0.970, accuracy = 0.920, F1 = 0.918), with robust calibration and decision-curve net benefit. SHAP interpretation ranked eGDR among the most influential predictors: SHAP summary and dependence plots indicated that higher eGDR decreased the model’s predicted probability of frailty. …”

Image 1_Using sodium glycodeoxycholate to develop a temporary infant-like gut barrier model, in vitro.pdf by Francesca Bietto (21511316)

Table 1_Using sodium glycodeoxycholate to develop a temporary infant-like gut barrier model, in vitro.docx by Francesca Bietto (21511316)

Image 5_Using sodium glycodeoxycholate to develop a temporary infant-like gut barrier model, in vitro.pdf by Francesca Bietto (21511316)

Image 4_Using sodium glycodeoxycholate to develop a temporary infant-like gut barrier model, in vitro.pdf by Francesca Bietto (21511316)

Image 2_Using sodium glycodeoxycholate to develop a temporary infant-like gut barrier model, in vitro.pdf by Francesca Bietto (21511316)

Image 3_Using sodium glycodeoxycholate to develop a temporary infant-like gut barrier model, in vitro.pdf by Francesca Bietto (21511316)

SHAP dependence plots with interaction coloring. by Wentao Yang (205781)

“…Across 10 models, CatBoost performed best on the test set (AUC = 0.970, accuracy = 0.920, F1 = 0.918), with robust calibration and decision-curve net benefit. SHAP interpretation ranked eGDR among the most influential predictors: SHAP summary and dependence plots indicated that higher eGDR decreased the model’s predicted probability of frailty. …”

Tissue, days post-infection (dpi) and the top 10 most significant genes with increased and decreased expression with valid gene symbols for the response contrasts. by Gillian P. McHugo (8965919)

Median SHAP values (calculated for CSCHF at age 5000 days) for binary features in the competing risks RSF model for different disease categories. The features are sorted in decreas... by Eric Wang (30587)

SHAP values for the top 15 factors implicated in the model. by Erin L. Funnell (20189891)

Immunofluorescence analysis using dual staining for E-cadherin (E-cad) and afadin and F-actin in RPTECs infected with Oki53 and Oki65 at 24 h post-infection. by Tetsuya Kakita (4922584)

Shapley Additive Explanations (SHAP) summary plot. by Yue Lv (549862)

Data Sheet 1_Validation of an MPS-based intestinal cell culture model for the evaluation of drug-induced toxicity.docx by Stefanie Hoffmann (3756733)

“…Overall, from the 23 tested compounds, 15 showed the expected outcome, i.e., the compound led to a decrease of the TEER for the positive control compounds, or the TEER value remained stable after treatment with non-GI-toxic compounds.…”

SHAP Tree explainer for (a) Model 1: Presentation and (b) Model 6: Closures. by Nathan C. Hurley (10510304)

GI-1d-a: Comparison of estimates of people for dataset A (left bar) and B (right bar) per region. The largest discrepancies occur in areas of NE, SE and SW Germany and adjacent reg... by Isabell Schmidt (6331013)

Innovation, nightlights and a continuous measure of city size. by Saul Estrin (8629173)