BONGINI, PIETRO

BONGINI, PIETRO  

Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche  

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Titolo Data di pubblicazione Autore(i) File Abstract
A deep attention network for predicting amino acid signals in the formation of α-helices 1-gen-2020 Visibelli, A.; Bongini, P.; Rossi, A.; Niccolai, N.; Bianchini, M. -
A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs 1-gen-2023 Bongini, Pietro; Messori, Elisa; Pancino, Niccolo; Bianchini, Monica -
A Neural Network Approach for the Analysis of Reproducible Ribo–Seq Profiles 1-gen-2022 Giacomini, Giorgia; Graziani, Caterina; Lachi, Veronica; Bongini, Pietro; Pancino, Niccolò; Bianchini, Monica; Chiarugi, Davide; Valleriani, Angelo; Andreini, Paolo -
A Novel Representation of Graphical Patterns for Graph Convolution Networks 1-gen-2022 Benini, M.; Bongini, P.; Trentin, E. -
A possible strategy to fight COVID-19: Interfering with spike glycoprotein trimerization 1-gen-2020 Bongini, Pietro; Trezza, Alfonso; Bianchini, Monica; Spiga, Ottavia; Niccolai, Neri -
BioGNN: How Graph Neural Networks Can Solve Biological Problems 1-gen-2023 Bongini, P.; Pancino, N.; Scarselli, F.; Bianchini, M. -
CaregiverMatcher: Graph neural networks for connecting caregivers of rare disease patients 1-gen-2021 Guerranti, F.; Mannino, M.; Baccini, F.; Bongini, P.; Pancino, N.; Visibelli, A.; Marziali, S. -
Composite Graph Neural Networks for Molecular Property Prediction 1-gen-2024 Bongini, Pietro; Pancino, Niccolò; Bendjeddou, Asma; Scarselli, Franco; Maggini, Marco; Bianchini, Monica -
Deep learning techniques for dragonfly action recognition 1-gen-2020 Monaci, M.; Pancino, N.; Andreini, P.; Bonechi, S.; Bongini, P.; Rossi, A.; Ciano, G.; Giacomini, G.; Scarselli, F.; Bianchini, M. -
Drug Side Effect Prediction with Deep Learning Molecular Embedding in a Graph-of-Graphs Domain 1-gen-2022 Pancino, Niccolo; Perron, Yohann; Bongini, Pietro; Scarselli, Franco -
Fusion of Visual and Anamnestic Data for the Classification of Skin Lesions with Deep Learning 1-gen-2019 Bonechi, Simone; Bianchini, Monica; Bongini, Pietro; Ciano, Giorgio; Giacomini, Giorgia; Rosai, Riccardo; Tognetti, Linda; Rossi, Alberto; Andreini, Paolo -
Glycine induced formation and druggability score prediction of protein surface pockets 1-gen-2019 Bongini, Pietro; Niccolai, Neri; Bianchini, Monica -
GNNkeras: A Keras-based library for Graph Neural Networks and homogeneous and heterogeneous graph processing 1-gen-2022 Pancino, Niccolo'; Bongini, Pietro; Scarselli, Franco; Bianchini, Monica -
Graph Neural Networks for the Prediction of Protein–Protein Interfaces 1-gen-2020 Pancino, Niccolò; Rossi, Alberto; Ciano, Giorgio; Giacomini, Giorgia; Bonechi, Simone; Andreini, Paolo; Scarselli, Franco; Bianchini, Monica; Bongini, Pietro -
Modular multi-source prediction of drug side-effects with DruGNN 1-gen-2022 Bongini, Pietro; Scarselli, Franco; Bianchini, Monica; Dimitri, Giovanna Maria; Pancino, Niccoló; Lio, Pietro -
Molecular generative Graph Neural Networks for Drug Discovery 1-gen-2021 Bongini, Pietro; Bianchini, Monica; Scarselli, Franco -
Omicron variants of SARS CoV-2 indicate a new antiviral strategy: Interfere with spike glycoprotein trimerization 1-gen-2023 Niccolai, Neri; Trezza, Alfonso; Marchini, Federico; Bongini, Pietro; Bianchini, Monica; Santucci, Annalisa; Spiga, Ottavia; Visibelli, Anna -
Point-Wise Ribosome Translation Speed Prediction with Recurrent Neural Networks 1-gen-2024 Bongini, Pietro; Pancino, Niccolò; Lachi, Veronica; Graziani, Caterina; Giacomini, Giorgia; Andreini, Paolo; Bianchini, Monica -
Protein–protein interfaces: A Graph Neural Network approach 1-gen-2024 Pancino, Niccolò; Gallegati, Caterina; Romagnoli, Fiamma; Bongini, Pietro; Bianchini, Monica -
Structural bioinformatic survey of protein-small molecule interfaces delineates the role of glycine in surface pocket formation 1-gen-2022 Bongini, Pietro; Niccolai, Neri; Trezza, Alfonso; Mangiavacchi, Guido; Santucci, Annalisa; Spiga, Ottavia; Bianchini, Monica; Gardini, Simone -