The talk introduces main omics data (e.g. The resulting scenario comprises a set of methodologies and bioinformatics tools for the management and analysis of omics data stored locally or in geographically distributed biological databases. Thus, managing omics data requires both support and spaces for data storing as well as algorithms and software pipelines for data preprocessing, analysis, and sharing. Moreover, both raw experimental data and derived information extracted by raw data are more and more stored in various databases spread all over the Internet, not fully integrated. On the other hand, the large volumes of omics data poses new challenges both for the efficient storage and integration of the data and for their efficient preprocessing and analysis. ![]() Such omics disciplines are gaining an increasing interest in the scientific community due to the availability of novel, high throughput platforms for the investigation of the cell machinery, such as mass spectrometry, microarray, next generation sequencing, that are producing an overwhelming amount of experimental omics data. Genomics, proteomics, and interactomics refer to the study of the genome, proteome and interactome of an organism. Electronic address: 8 Department of Thoracic and Cardiovascular Surgery, University of Messina, Messina, Italy.Title: High Performance Data Mining Analysis of Omics and Clinical Data: Experiences at University Magna Graecia of Catanzaro Electronic address: 7 Department of Clinical and Experimental Medicine, University Magna Graecia of Catanzaro, Unit of Vascular Surgery, Viale Europa 88100 Catanzaro, Italy. Electronic address: 6 Department of Clinical and Experimental Medicine, University Magna Graecia of Catanzaro, Unit of Vascular Surgery, Viale Europa 88100 Catanzaro, Italy. Electronic address: 5 Department of Vascular Surgery, Sant'Anna Hospital, Via Pio X, Catanzaro, Italy. Electronic address: 4 Department of Clinical and Experimental Medicine, University Magna Graecia of Catanzaro, Unit of Vascular Surgery, Viale Europa 88100 Catanzaro, Italy. Electronic address: 3 Department of Clinical and Experimental Medicine, University Magna Graecia of Catanzaro, Unit of Vascular Surgery, Viale Europa 88100 Catanzaro, Italy. Electronic address: 2 Department of Vascular Surgery, Sant'Anna Hospital, Via Pio X, Catanzaro, Italy. 1 Department of Clinical and Experimental Medicine, University Magna Graecia of Catanzaro, Unit of Vascular Surgery, Viale Europa 88100 Catanzaro, Italy.Electronic address: 8 Department of Thoracic and Cardiovascular Surgery, University of Messina, Messina, Italy. ![]()
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