Author

Claudio Agostinelli

University of TrentoORCID 0000-0001-6702-4312Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Alessandro ZandonàiD· 1 shared Alessia MarcoliniiD· 1 shared Cesare FurlanelloiD· 1 shared Giuseppe JurmaniD· 1 shared Lucia TrastullaiD· 1 shared Marco ChiericiiD· 1 shared Margherita FrancescattoiD· 1 shared Nicole BussolaiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Alessandro ZandonàORCID

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1 paper

Recent·Most cited

BioinformaticsFrontiers in OncologyPeer-reviewedJun 30, 2020

Integrative Network Fusion: a multi-omics approach in molecular profiling

Marco Chierici, Nicole Bussola, Alessia Marcolini…·Cesare Furlanello

The paper introduces INF, a multi-omics framework that improves cancer classification by integrating gene expression, protein, and copy number data, achieving better accuracy and smaller feature sets than single-omics models.

72 citations

humanbulk RNA-seq

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