Overview of the comparative analysis of deconvolution model performances using synthetic spatial data in four different scenarios and six different mixture percentages. حسب Nuray Sogunmez Erdogan (21533872)

الموضوعات:

Objective function values of different algorithms on individual problem instances. حسب Panfei Li (22379086)

The parameters of algorithms. حسب Le Huu Binh (18340233)

الموضوعات:

SP results of algorithms in the CEC 2009 test functions. حسب Vahid Goodarzimehr (21343124)

MS results of algorithms in the CEC 2009 test functions. حسب Vahid Goodarzimehr (21343124)

The effect of test set size and number of nodes on the values of confusion matrix using SVM combined with the uniform window. حسب Abeer Aljohani (18497914)

الموضوعات:

Supplemental files to the study "Limitations of Current Machine-Learning Models in Predicting Enzymatic Functions for Uncharacterized Proteins" حسب Valerie de Crecy-Lagard (12823436)

"…Using a set of <i>E. coli</i> unknowns, we evaluated the current state-of-the-art machine-learning approaches and found that these methods currently lack the ability to integrate scientific reasoning into their prediction algorithms. …"

Abbreviations used in the text. حسب Lorenzo Ruinelli (13014138)

"…The database was divided into training and validation sets. Machine Learning (ML) algorithms were developed with 10-fold cross-validation, and diagnostic accuracy was evaluated.…"

Integration of three machine learning algorithms to characterize lipid metabolism-associated hub genes in sepsis and atrial fibrillation. حسب Changze Ou (22806374)

Identification and validation of hub DE-podos in bulk RNA-seq. حسب Hailin Li (453832)

الموضوعات:

Characteristics of biological processes involved in DKD. حسب Hailin Li (453832)

الموضوعات:

Dimension reduction and cell annotation in scRNA-seq GSE131882. حسب Hailin Li (453832)

الموضوعات:

Differential expression analysis of podocytes in scRNA-seq. حسب Hailin Li (453832)

الموضوعات:

Possible LR interactions between endothelial cells and podocytes in DKD. حسب Hailin Li (453832)

الموضوعات:

Unveiling cellular heterogeneity through podocyte subcluster analysis. حسب Hailin Li (453832)

الموضوعات:

Workflow of the study. حسب Hailin Li (453832)

الموضوعات:

Graphical summary of results in this study. حسب Hailin Li (453832)

الموضوعات:

Image 4_Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.tif حسب Luqian Liu (10814985)

"…Meanwhile, the ESTIMATE algorithm was used for immune infiltration analysis and prediction of immunotherapy response, and the Genomics of Drug Sensitivity in Cancer (GDSC) database was utilized for the drug sensitivity analysis of NUBPL. …"

Image 3_Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.tif حسب Luqian Liu (10814985)

"…Meanwhile, the ESTIMATE algorithm was used for immune infiltration analysis and prediction of immunotherapy response, and the Genomics of Drug Sensitivity in Cancer (GDSC) database was utilized for the drug sensitivity analysis of NUBPL. …"

Image 5_Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.tif حسب Luqian Liu (10814985)

"…Meanwhile, the ESTIMATE algorithm was used for immune infiltration analysis and prediction of immunotherapy response, and the Genomics of Drug Sensitivity in Cancer (GDSC) database was utilized for the drug sensitivity analysis of NUBPL. …"