GIANSANTI, VALENTINA
GIANSANTI, VALENTINA
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Scalable Integration of Multiomic Single Cell Data Using Generative Adversarial Networks
2024 Giansanti, V; Giannese, F; Botrugno, O; Gandolfi, G; Balestrieri, C; Antoniotti, M; Tonon, G; Cittaro, D
Integration of heterogeneous single cell data with Wasserstein Generative Adversarial Networks
2023 Giansanti, V
Scalable Integration of Multiomic Single Cell Data Using Generative Adversarial Networks
2023 Giansanti, V; Giannese, F; Botrugno, O; Gandolfi, G; Balestrieri, C; Antoniotti, M; Tonon, G; Cittaro, D
Chromatin Velocity reveals epigenetic dynamics by single-cell profiling of heterochromatin and euchromatin
2022 Tedesco, M; Giannese, F; Lazarević, D; Giansanti, V; Rosano, D; Monzani, S; Catalano, I; Grassi, E; Zanella, E; Botrugno, O; Morelli, L; Panina Bordignon, P; Caravagna, G; Bertotti, A; Martino, G; Aldrighetti, L; Pasqualato, S; Trusolino, L; Cittaro, D; Tonon, G
Scalable integration of multiomic single cell data using Generative Adversarial Networks
2022 Giansanti, V; Morelli, L; Tonon, G; Cittaro, D
Scalable integration of Multiomic single cell data using Generative Adversarial Networks
2022 Giansanti, V; Antoniotti, M; Cittaro, D
Nested Stochastic Block Models applied to the analysis of single cell data
2021 Morelli, L; Giansanti, V; Cittaro, D
Fast analysis of scATAC-seq data using a predefined set of genomic regions
2020 Cittaro, D; Giansanti, V; Tang, M
Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study
2019 Giansanti, V; Castelli, M; Beretta, S; Merelli, I
Parallel Computing in Deep Learning: Bioinformatics Case Studiesa
2019 Giansanti, V; Beretta, S; Cesini, D; D'Agostino, D; Merelli, I
Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution
2018 Beretta, S; Castelli, M; Gonçalves, I; Kel, I; Giansanti, V; Merelli, I