Data_Sheet_1_Significant Global Yield-Gap Closing Is Possible Without Increasing the Intensity of Environmentally Harmful Nitrogen Losses.docx by Andrew Smerald (12416149)

Pulsed Blue Laser Diode Thermal Desorption Microplasma Imaging Mass Spectrometry by Alexander Knodel (8538882)

“…Mouse liver microtome cuts have been screened for dehydrated cholesterol, proving good agreement of the unfolded data with the morphology of the tissue. The method optically resolves 30 μm, with 30 μm diameter copper spots and a 10 μm gap. …”

How the Layer Alignment in Two-Dimensional Nanoporous Covalent Organic Frameworks Impacts Its Electronic Properties by Kuber Singh Rawat (13823696)

“…Different stacking configurations also profoundly affected the electronic band structure of COFs as the interlayer π–π interactions are significantly impacted by the layer offset. Evidently, with decreasing layer offsets, the π–π interactions increase due to the layer alignment, leading to a decrease in the band gap and an increase in interlayer charge mobility. …”

How the Layer Alignment in Two-Dimensional Nanoporous Covalent Organic Frameworks Impacts Its Electronic Properties by Kuber Singh Rawat (13823696)

“…Different stacking configurations also profoundly affected the electronic band structure of COFs as the interlayer π–π interactions are significantly impacted by the layer offset. Evidently, with decreasing layer offsets, the π–π interactions increase due to the layer alignment, leading to a decrease in the band gap and an increase in interlayer charge mobility. …”

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

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

Screening process diagram. by Wentao Yang (205781)

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

SHAP waterfall plot. by Wentao Yang (205781)

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

SHAP decision plot. by Wentao Yang (205781)

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

LASSO regression visualization plot. by Wentao Yang (205781)

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

SHAP dependence plots. by Wentao Yang (205781)

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

Tertile stratified subgroup analysis. by Wentao Yang (205781)

“…Feature selection used LASSO, and class imbalance was handled by SMOTEN. The resampled data were split 7:3 into a training set (n = 29,309) and a test set (n = 12,561).Ten machine learning models were built, with discrimination, calibration, and clinical utility evaluated to identify the optimal model. …”

DataSheet1_Effects of Shenkang Pills on Early-Stage Diabetic Nephropathy in db/db Mice via Inhibiting AURKB/RacGAP1/RhoA Signaling Pathway.docx by Fujing Wang (12075455)

Program design and implementation process, 2021. by Gizachew Tadele Tiruneh (8407686)

“…The prevalence of PSBI significantly decreased (p-value = 0.018) from 8.7% in April 2021 to 6.4% while the mothers’ care-seeking behavior from medical care for their sick newborns increased significantly from 56% to 91% (p-value <0.01). …”

Minimal data set. by Ikuo Mikoshiba (9312007)

Predicted chronic activation of the cardiomyocyte signaling network during VO. by Johane H. Bracamonte (12883844)

Results of MC simulations of VO and agonist infusion. by Johane H. Bracamonte (12883844)

Effects of receptor blockers on VO-induced hypertrophy in published experiments and the calibrated model. by Johane H. Bracamonte (12883844)

Changes in volume, mass, and end-diastolic strain during experimental MR in dogs. by Johane H. Bracamonte (12883844)

Validation of model predictions of growth during infusion of hypertrophic agonists with and without receptor blockers. by Johane H. Bracamonte (12883844)

Consecutive time points of data collection. by Martin Matzka (2636344)

“…Effect sizes expectedly decreased over time. Physical quality of life remained relatively constant over time and was the only outcome for which social integration on admission was not a significant prognostic factor.…”