PIK3C3 promotes <i>Shigella flexneri</i> cell-to-cell spread through resolution of VLPs into DMVs. حسب Steven J. Rolland (21376879)

PIK3C3 is required for efficient cell-to-cell spread <i>in vivo.</i> حسب Steven J. Rolland (21376879)

PIK3C3 promotes <i>Listeria monocytogenes</i> cell-to-cell spread in Caco-2 cells. حسب Steven J. Rolland (21376879)

PIK3C3 promotes <i>Shigella flexneri</i> cell-to-cell spread in Caco-2 cells. حسب Steven J. Rolland (21376879)

PIK3C3 promotes <i>Shigella flexneri</i> cell-to-cell spread in HT-29 cells. حسب Steven J. Rolland (21376879)

Neutrophil Superoxide anion production, Heat map for gene expression from neutrophils of CGD patients, and PCA plot for genome-wide gene expression. حسب Daniel R. Ambruso (12042605)

"…Heat map</b> showing changes for all significant genes between off IFN-γ and 10-12 hours after the 1st and 4th dose (50 µg/m²) of the cytokine given on a routine schedule noted in Methods. …"

Representative Western blots for proteins from specific gene groups, nitric oxide production, and NETs formation. حسب Daniel R. Ambruso (12042605)

PbPP6 disruption impairs the cGMP-PKG-Ca²⁺ signaling pathway. حسب Yonghui Feng (12227596)

The sexual stage phenotype of <i>pbpp6</i> gene knockout clones. حسب Yonghui Feng (12227596)

Flow cytometry measurement of CD11b, F-actin expression and content, and MHC Class II antigen expression of neutrophils from patients with CGD. حسب Daniel R. Ambruso (12042605)

Phenotype analysis of PbPP6-GFP parasites. حسب Yonghui Feng (12227596)

LULC proportion from 2040 to 2060. حسب Muse Wldmchel (20642444)

"…Coordinated regional downscaling experiment (CORDEX-AFRICA) datasets showed a decrease in rainfall (48.64% to 4.6%) and rising temperatures (minimum: 0.58–3.35°C, maximum: 0.5–2.93°C) under RCP 4.5 and 8.5 scenarios. …"

Screw location map. حسب Petr Boháč (20685499)

"…<div><p>Background and objective</p><p>The use of bone allograft reconstructions after tumor resection can introduce significant complications. Stable fixation is required to decrease the incidence of mechanical complications of segmental bone allografts. …"

Global sensitive flow parameters [84]. حسب Muse Wldmchel (20642444)

"…Coordinated regional downscaling experiment (CORDEX-AFRICA) datasets showed a decrease in rainfall (48.64% to 4.6%) and rising temperatures (minimum: 0.58–3.35°C, maximum: 0.5–2.93°C) under RCP 4.5 and 8.5 scenarios. …"

The applied forces and moments. حسب Petr Boháč (20685499)

"…<div><p>Background and objective</p><p>The use of bone allograft reconstructions after tumor resection can introduce significant complications. Stable fixation is required to decrease the incidence of mechanical complications of segmental bone allografts. …"

The applied forces and moments for the muscles. حسب Petr Boháč (20685499)

"…<div><p>Background and objective</p><p>The use of bone allograft reconstructions after tumor resection can introduce significant complications. Stable fixation is required to decrease the incidence of mechanical complications of segmental bone allografts. …"

Sequence composition analysis identifies distinct A + U and C + G base frequencies within subregions of mRNA transcripts – with effects on protein coding potential. حسب Benjamin S. Pickard (21276556)

Flow chart of research object screening. حسب Wenyao Xie (21567889)

"…In fully adjusted models, each 10 ng/dL increase in testosterone was associated with a 3.0% decrease in ALI (OR=0.970, 95%CI: 0.962–0.978, P < 0.001), while each 1 pg/mL increase in estradiol was associated with a 60.3% increase in ALI (OR=1.603, 95%CI: 1.318–1.949, P < 0.001). …"

Frequency trajectories of iSNVs that fluctuated (Top) and their positions on the genome (Bottom) (patients A-I). حسب Lele Zhao (532080)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML حسب 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. …"