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Titlebook: Microarray Data Analysis; Giuseppe Agapito Book 2022 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer

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发表于 2025-4-1 03:11:46 | 显示全部楼层
Supervised Methods for Biomarker Detection from Microarray Experiments,ions both from the biological and computational points of view. In this chapter, we describe the main methodology used in biomarkers discovery and predictive modeling and we address some of the related challenges. Moreover, we discuss biomarker validation and give some insights into multiomics strategies for biomarker detection.
发表于 2025-4-1 07:18:19 | 显示全部楼层
Alignment of Microarray Data,o cluster similar data is needed. This chapter is devoted to illustrate the general data mining approach used in microarray data analysis, combining clustering, alignment and similarity, and to highlight a novel similarity measure capable of capturing hidden correlations between data.
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