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Comparison of the performances of CASCADE 2.0 (left) and CASCADE 3.0 (right) with respect to their ability to predict drug synergies. Performance is measured in AUC values and presented in the y-axis. On the x-axis, cell lines are grouped based on their tissue of origin and each point of the plot represents a different cell line.
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Simulated dataset with added white noise α. The plots represent simulated (y) vs. ground truth (x) data points (circles), the identity line (continuous line), and the crude statistical regression of the resulting dataset (discontinuous line). Added noise followed a Gaussian distribution around the expected value y = x, not affecting the expected value of the distribution, which translates to regression lines very similar to the identity.
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21 citations
Organization of and references for data-driven integrative AD models.
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18 citations
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18 citations
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Frontiers in Molecular Biosciences

Function and Dysfunction of Large Bio-Molecules Assemblies: Insights from Multidisciplinary Computational Approaches
Edited by Valentina Tozzini, Ke Zuo, Paolo Ruggerone, Paolo Carloni
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25 September 2025
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