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List of works by Laura Cantini

A review of computational approaches detecting microRNAs involved in cancer

scientific article

Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific and Reproducible Immune-Related Signals

Assessing reproducibility of matrix factorization methods in independent transcriptomes

scientific article published on 01 November 2019

Classification of gene signatures for their information value and functional redundancy

scientific article published on 19 December 2017

Collective intelligence defines biological functions in Wikipedia as communities in the hidden protein connection network

scientific article published on 18 February 2020

Detection of gene communities in multi-networks reveals cancer drivers

scientific article

Determining the optimal number of independent components for reproducible transcriptomic data analysis

scientific article

Hope4Genes: a Hopfield-like class prediction algorithm for transcriptomic data

scientific article published in Scientific Reports

Identification of microRNA clusters cooperatively acting on Epithelial to Mesenchymal Transition in Triple Negative Breast Cancer

Independent Component Analysis for Unraveling the Complexity of Cancer Omics Datasets

scientific article published on 07 September 2019

Interpreting pathways to discover cancer driver genes with Moonlight

scientific article published on 03 January 2020

Investigating the epi-miRNome: identification of epi-miRNAs using transfection experiments

scientific article published on 06 November 2019

Linear noise approximation for stochastic oscillations of intracellular calcium

scientific article published on 3 February 2014

MicroRNA-mRNA interactions underlying colorectal cancer molecular subtypes.

scientific article

Molecular Inverse Comorbidity between Alzheimer's Disease and Lung Cancer: New Insights from Matrix Factorization

scientific article published on 26 June 2019

Moonlight: a tool for biological interpretation and driver genes discovery

article

Optimal transport improves cell–cell similarity inference in single-cell omics data

scientific article published in 2022

Stochastic amplification of spatial modes in a system with one diffusing species.

scientific article published on 14 December 2013