The trend of ASDR for hypertension-related AA in global age groups from 2022 to 2050 predicted using the Bayesian age-period-cohort (BAPC) model. by Guanghui Yu (423945)

Fig 6 - by Takafumi Kabuto (14797727)

CaCl₂ and MnCl₂ treatment significantly reduced Pol I occupancy on the rDNA template. by Abigail K. Huffines (20721555)

“…If the <i>p</i>-value < 0.05, that was deemed a significant difference between the two treatment groups and was indicated with either a green (increased occupancy) or black (decreased occupancy) line below the histogram for the CaCl₂ treated samples with respect to the untreated samples. …”

Hemodynamic effects of WT BMP9 in rats. by Tobias G. Schips (21799838)

<i>In vivo</i> PK evaluation of WT BMP9 in naïve SD rats. by Tobias G. Schips (21799838)

Comparison of immune and cellular markers of aging among PHIVAYA subgroups. by Maria Raffaella Petrara (4446358)

Evaluation of chronic <i>in vivo</i> efficacy in 21 days rat MCT model in prevention mode. by Tobias G. Schips (21799838)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

Selection of soil particle sampling points. by Xueting Ma (390540)

Static analysis results. by Xueting Ma (390540)

Effect of PU/WG on shear stress of planar joints at residual stage. by Hao Yu (157186)

Mode shapes of the first six modes. by Xueting Ma (390540)

Mouldboard plough body working resistance response surface. by Xueting Ma (390540)

The schematic diagram for the preparation of specimen and test procedures. by Hao Yu (157186)

Soil disturbance response surface curved surface. by Xueting Ma (390540)

The typical shear response of low normal stress and high normal stress. by Hao Yu (157186)

Effect of PU/WG on shear strength of planar joints. by Hao Yu (157186)

Shear stress-shear displacement curves for different curing time. by Hao Yu (157186)

Comparison of markers of aging among PHIVAYA groups and healthy controls. by Maria Raffaella Petrara (4446358)

Comparison of circulating biomarkers among PHIVAYA subgroups. by Maria Raffaella Petrara (4446358)