CASCIANELLI, SILVIA
CASCIANELLI, SILVIA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A novel machine learning-based workflow to capture intra-patient heterogeneity through transcriptional multi-label characterization and clinically relevant classification
2025-01-01 Cascianelli, Silvia; Milojkovic, Iva; Masseroli, Marco
Biologically weighted LASSO: enhancing functional interpretability in gene expression data analysis
2024-01-01 Mongardi, Sofia; Cascianelli, Silvia; Masseroli, Marco
Identification of transcription factor high accumulation DNA zones
2023-01-01 Cascianelli, S.; Ceddia, G.; Marchesi, A.; Masseroli, M.
Investigating Deep Learning based Breast Cancer Subtyping using Pan-cancer and Multi-omic Data
2022-01-01 Cristovao, F.; Cascianelli, S.; Canakoglu, A.; Carman, M.; Nanni, L.; Pinoli, P.; Masseroli, M.
Machine learning for RNA sequencing-based intrinsic subtyping of breast cancer
2020-01-01 Cascianelli, S.; Molineris, I.; Isella, C.; Masseroli, M.; Medico, E.
Multi-label transcriptional classification of colorectal cancer reflects tumor cell population heterogeneity
2023-01-01 Cascianelli, Silvia; Barbera, Chiara; Ambra Ulla, Alexandra; Grassi, Elena; Lupo, Barbara; Pasini, Diego; Bertotti, Andrea; Trusolino, Livio; Medico, Enzo; Isella &, Claudio; Masseroli, Marco
RGMQL: scalable and interoperable computing of heterogeneous omics big data and metadata in R/Bioconductor
2022-01-01 Pallotta, Simone; Cascianelli, Silvia; Masseroli, Marco
Supervised Relevance-Redundancy assessments for feature selection in omics-based classification scenarios
2023-01-01 Cascianelli, Silvia; Galzerano, Arianna; Masseroli, Marco