<p>Accuracy of the ceRNA networks inferred by different methods based on LINCS-L1000 (MCF7) dataset.</p
(A) Relationship between TF activity and target expression in B. subtilis 1 (blue) and in B. subtili...
Comparison of the average classification accuracy of the networks used in DeephESC and DeephESC 2.0....
Accuracy comparisons of ten experiments with SVM, KNN, BPNN, CNN, ResNet, FA+ResNet models.</p
<p>Accuracy (MCC) scores of RegnANN (left) and KELLER (right) on synthetic Erdös-Rényi networks with...
<p>(a) Results obtained on Barabasi networks varying the power-law coefficient and Erdös-Rényi topol...
<p>(a) Results obtained with GES data generation. (b) Results obtained with SLC data generation.</p
<p>(a) Results obtained for Barabasi topology, GES data generation. (b) Results obtained for Erdös-R...
<p>Figure showing the percentage of difference between LNA results and Gillespie results in the ceRN...
<p>Accuracy for each of the 10 NIRS channels for Dataset #1 (left) and Dataset #2 (right) in differe...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
Comparison of machine learning model accuracy (ResNet101) with different combinations of analysis us...
<p>(a) Results obtained for Barabasi topology. (b) Results obtained for Erdös-Rényi topology.</p
<p>(a) Results obtained with GES data generation. (b) Results obtained with SLC data generation.</p
<p>(A)ROC curve displaying the performance of different ML-based miRNA predictors in the ten-fold cr...
These data files contain single-cell RNA-sequencing expression data (expression_data.zip) and pseudo...
(A) Relationship between TF activity and target expression in B. subtilis 1 (blue) and in B. subtili...
Comparison of the average classification accuracy of the networks used in DeephESC and DeephESC 2.0....
Accuracy comparisons of ten experiments with SVM, KNN, BPNN, CNN, ResNet, FA+ResNet models.</p
<p>Accuracy (MCC) scores of RegnANN (left) and KELLER (right) on synthetic Erdös-Rényi networks with...
<p>(a) Results obtained on Barabasi networks varying the power-law coefficient and Erdös-Rényi topol...
<p>(a) Results obtained with GES data generation. (b) Results obtained with SLC data generation.</p
<p>(a) Results obtained for Barabasi topology, GES data generation. (b) Results obtained for Erdös-R...
<p>Figure showing the percentage of difference between LNA results and Gillespie results in the ceRN...
<p>Accuracy for each of the 10 NIRS channels for Dataset #1 (left) and Dataset #2 (right) in differe...
<p>Each value is averaged over 100 independent runs with random divisions of training set and probe...
Comparison of machine learning model accuracy (ResNet101) with different combinations of analysis us...
<p>(a) Results obtained for Barabasi topology. (b) Results obtained for Erdös-Rényi topology.</p
<p>(a) Results obtained with GES data generation. (b) Results obtained with SLC data generation.</p
<p>(A)ROC curve displaying the performance of different ML-based miRNA predictors in the ten-fold cr...
These data files contain single-cell RNA-sequencing expression data (expression_data.zip) and pseudo...
(A) Relationship between TF activity and target expression in B. subtilis 1 (blue) and in B. subtili...
Comparison of the average classification accuracy of the networks used in DeephESC and DeephESC 2.0....
Accuracy comparisons of ten experiments with SVM, KNN, BPNN, CNN, ResNet, FA+ResNet models.</p
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