Silvia Cascianelli

Machine learning for RNA sequencing-based intrinsic subtyping of breast cancer

Silvia Cascianelli, Ivan Molineris, Claudio Isella et al. · Scientific Reports · 2020 · 60 citations · Full text

Investigating Deep Learning Based Breast Cancer Subtyping Using Pan-Cancer and Multi-Omic Data

Francisco Cristovao, Silvia Cascianelli, Arif Canakoglu et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2020 · 29 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Multi-label transcriptional classification of colorectal cancer reflects tumor cell population heterogeneity

Silvia Cascianelli, Chiara Barbera, Alexandra Ambra Ulla et al. · Genome Medicine · 2023 · 16 citations · Full text

RGMQL: scalable and interoperable computing of heterogeneous omics big data and metadata in R/Bioconductor

Simone Pallotta, Silvia Cascianelli, Marco Masseroli · BMC Bioinformatics · 2022 · 11 citations · Full text

Supervised Relevance-Redundancy assessments for feature selection in omics-based classification scenarios

Silvia Cascianelli, Arianna Galzerano, Marco Masseroli · Journal of Biomedical Informatics · 2023 · 10 citations · Full text