MONGARDI, SOFIA
MONGARDI, SOFIA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Flexible Metric-Based Approach to Assess Neural Network Interpretability in Image Classification
2023-01-01 Colombo, A.; Fiorenza, L.; Mongardi, S.
Adapting feature selection in gene expression-based classification for higher biological interpretability
2023-01-01 Mongardi, S.; Cascianelli, S.; Masseroli, M.
BioGAN: Enhancing Transcriptomic Data Generation with Biological Knowledge
2025-01-01 Panaccione, Francesca Pia; Mongardi, Sofia; Masseroli, Marco; Pinoli, Pietro
Biologically weighted LASSO: enhancing functional interpretability in gene expression data analysis
2024-01-01 Mongardi, Sofia; Cascianelli, Silvia; Masseroli, Marco
Biologically-driven feature selection for improved functional interpretability of gene expression data analysis
2023-01-01 Mongardi, S.; Cascianelli, S.; Masseroli, M.
Biology-informed bulk RNA-seq profile generation
2024-01-01 Mongardi, Sofia; Panaccione, FRANCESCA PIA; Pinoli, Pietro; Masseroli, Marco
Enhancing feature selection with biological insights: a novel forward approach for gene selection
2024-01-01 Mongardi, Sofia; Cascianelli, Silvia; Masseroli, Marco
Enhancing Functional Interpretability in Gene Expression Analysis Through Biologically-Guided Feature Selection
2025-01-01 Mongardi, Sofia; Cascianelli, Silvia; Masseroli, Marco
External validation of a convolutional neural network for the automatic segmentation of intraprostatic tumor lesions on 68Ga-PSMA PET images
2023-01-01 Ghezzo, Samuele; Mongardi, Sofia; Bezzi, Carolina; Samanes Gajate, Ana Maria; Preza, Erik; Gotuzzo, Irene; Baldassi, Francesco; Jonghi-Lavarini, Lorenzo; Neri, Ilaria; Russo, Tommaso; Brembilla, Giorgio; De Cobelli, Francesco; Scifo, Paola; Mapelli, Paola; Picchio, Maria
Forward and Backward Feature Selection Guided by Prior Biological Knowledge for Enhanced Interpretability
2025-01-01 Mongardi, Sofia; Cascianelli, Silvia; Masseroli, Marco
Generative AI for Gene Expression Profiles: A Biologically Informed Graph Neural Network Approach
2025-01-01 Panaccione, Fp; Mongardi, S; Masseroli, M; Pinoli, P.
Performance Measures for Multi-Class Classification
2025-01-01 Mongardi, Sofia; Cascianelli, Silvia; Masseroli, Marco
Semi-Supervised Learning
2025-01-01 Mongardi, Sofia; Masseroli, Marco; Cascianelli, Silvia
Supervised Learning: Multi-Label Classification
2025-01-01 Mongardi, Sofia; Masseroli, Marco; Cascianelli, Silvia
Validation of life's simple 7 and life's essential 8 in a European cohort: the role of sleep in cardiovascular risk estimation
2025-01-01 Mongardi, S; Pengo, M; Masseroli, M