Titlebook: Computational Intelligence Methods for Bioinformatics and Biostatistics; 16th International M Paolo Cazzaniga,Daniela Besozzi,Luca Manzoni

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Asymptotik integrierter Prozessee evaluation of the overall accuracy of both strategies. . has shown high precision in classifying a subset of core (inlier) observations in the datasets evaluated, while simultaneously identifying the outlier observations, as well as robustness to increasingly perturbed data.

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Computational Intelligence Methods for Bioinformatics and Biostatistics16th International M

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Extending Knowledge on Genomic Data and Metadata of Cancer by Exploiting Taxonomy-Based Relaxed Queries. In particular, we apply the upward and downward query extension methods to obtain a finer or coarser granularity of the requested information. We define diverse use cases with which a user can perform a query specifying particular attributes related to metadata or genomic data, even if they are

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GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer’s Disease Diagcases; (.) Average/Maximum loss (e.g., . loss) per scan discriminates them, comparing the reconstructed/ground truth images. The results show that we can reliably detect AD at a very early stage with Receiver Operating Characteristics-Area Under the Curve (ROC-AUC) 0.780 while also detecting AD at a

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Random Sample Consensus for the Robust Identification of Outliers in Cancer Datae evaluation of the overall accuracy of both strategies. . has shown high precision in classifying a subset of core (inlier) observations in the datasets evaluated, while simultaneously identifying the outlier observations, as well as robustness to increasingly perturbed data.

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and ,: Two Cytoscape-Based Applications for the Inference of Cancer Evolution Modelsenomic and proteomics databases. In particular, we here introduce ., a stand-alone . app, and ., a web application which employs the functionalities of ... was developed in Java. . was developed in JavaScript and R.

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