ROC Curve for the Best Model (AUC = 0.92). by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

Sampling Images of IDC Dataset. by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

CNN Model Layers Summary. by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

Training Data/Validation/Test. by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

CNN Model Architecture. by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

Impressive accuracy data. by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

Performance Results of Proposed SMO_CNN Model. by Mudhafar Jalil Jassim Ghrabat (22177655)

“…Every model was subjected to individual testing. The SMO_CNN model we developed demonstrated exceptional testing and training accuracies of 98.95% and 99.20% respectively, surpassing CNN, VGG19, and ResNet50 models. …”

Kinetic characterizations of AChR blockade by PQ1–5. by Wan-Chen Lin (658261)

“…<p>(A) Single-channel currents of the AChR in the presence of 100 µM Ach ±5 µM <b>PQ5</b>. Recordings were carried out in the cell-attached configuration held at +70 mV. …”

The overall negative effects played by IFITM3 during viral spread are the result of two concomitant antiviral mechanisms, acting in the protection of target cells as well as in the... by Kevin Tartour (514249)

Spatial patterns of projected total consumer biomass relative changes in percent. by Vianney Guibourd de Luzinais (16871842)

Effects of acute n-3 TG emulsion injection in <i>in vivo</i> LAD occlusion model. by Hylde Zirpoli (681495)

Syndecan-1 is expressed along the basolateral surface of the venular endothelium. by Paulina M. Kowalewska (625078)

Caffeine effects on embryonic heart function at E9.5 and E12.5 under normoxic and hypoxic (2% O₂) conditions. by Daniela L. Buscariollo (140729)

“…At E9.5 (C), caffeine treatment completely inhibited hypoxia-mediated decrease in heart rates (p = 0.038). …”

Schematic figure of the promoter probe vectors. by Gábor Patyi (11846776)

Deleterious role of IL-1β during infection with <i>B. thailandensis</i>. by Manoranjan Sahoo (189969)

Expression of grapevine expansins in the V. vinifera cv Corvina atlas. by Silvia Dal Santo (268493)

Predicted <i>cis</i>-acting elements in <i>DpAP2</i> promoter. by Lingru Ruan (18995544)

“…<i>parva</i> cells treated with different concentrations of MeJA (10, 20, 50, 100 μM) and GA3 (10, 20, 50, 100 μM). The high concentrations of MeJA (10–100 μM) inhibited the accumulation of carotenoid, and the relative expression of <i>DpAP2</i>, <i>PSY</i>, <i>PDS</i> and <i>GGPS</i> decreased significantly. …”

Lipid Microcapsules Promoted Neural Stem Cell Survival in the Infarcted Area of Mice with Ischemic Stroke by Inducing Autophagy by Rui Xu (158313)

Neutrophil elastase reduces host tolerance to infection with <i>B. pseudomallei</i>. by Manoranjan Sahoo (189969)

Transient over-expression of hMp84 impairs cell proliferation and stimulates cell death in HT-144 melanoma cells. by Daniele Moretti (379766)