Molecular generative graph neural networks for drug discovery P Bongini, M Bianchini, F Scarselli
Neurocomputing 450, 242-252, 2021
147 2021 A possible strategy to fight COVID-19: Interfering with spike glycoprotein trimerization P Bongini, A Trezza, M Bianchini, O Spiga, N Niccolai
Biochemical and biophysical research communications 528 (1), 35-38, 2020
32 2020 Graph Neural Networks for the Prediction of Protein-Protein Interfaces. N Pancino, A Rossi, G Ciano, G Giacomini, S Bonechi, P Andreini, ...
ESANN, 127-132, 2020
28 2020 Towards learning trustworthily, automatically, and with guarantees on graphs: An overview L Oneto, N Navarin, B Biggio, F Errica, A Micheli, F Scarselli, M Bianchini, ...
Neurocomputing 493, 217-243, 2022
24 2022 A bioinformatics approach to investigate structural and non-structural proteins in human coronaviruses V Cicaloni, F Costanti, A Pasqui, M Bianchini, N Niccolai, P Bongini
Frontiers in Genetics 13, 891418, 2022
22 2022 Modular multi–source prediction of drug side–effects with DruGNN P Bongini, F Scarselli, M Bianchini, GM Dimitri, N Pancino, P Lio
IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (2 …, 2022
22 2022 Fusion of visual and anamnestic data for the classification of skin lesions with deep learning S Bonechi, M Bianchini, P Bongini, G Ciano, G Giacomini, R Rosai, ...
New Trends in Image Analysis and Processing–ICIAP 2019: ICIAP International …, 2019
17 2019 GNNkeras: A Keras-based library for Graph Neural Networks and homogeneous and heterogeneous graph processing N Pancino, P Bongini, F Scarselli, M Bianchini
SoftwareX 18, 101061, 2022
16 2022 BioGNN: how graph neural networks can solve biological problems P Bongini, N Pancino, F Scarselli, M Bianchini
Artificial Intelligence and Machine Learning for Healthcare: Vol. 1: Image …, 2022
15 2022 Glycine-induced formation and druggability score prediction of protein surface pockets P Bongini, N Niccolai, M Bianchini
Journal of bioinformatics and computational biology 17 (05), 1950026, 2019
11 2019 A neural network approach for the analysis of reproducible ribo–seq profiles G Giacomini, C Graziani, V Lachi, P Bongini, N Pancino, M Bianchini, ...
Algorithms 15 (8), 274, 2022
8 2022 CaregiverMatcher: Graph neural networks for connecting caregivers of rare disease patients F Guerranti, M Mannino, F Baccini, P Bongini, N Pancino, A Visibelli, ...
Procedia Computer Science 192, 1696-1704, 2021
8 2021 A Deep Learning Approach to the Prediction of Drug Side–Effects on Molecular Graphs P Bongini, E Messori, N Pancino, M Bianchini
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023
5 2023 Drug side effect prediction with deep learning molecular embedding in a graph-of-graphs domain N Pancino, Y Perron, P Bongini, F Scarselli
Mathematics 10 (23), 4550, 2022
5 2022 A deep attention network for predicting amino acid signals in the formation of A Visibelli, P Bongini, A Rossi, N Niccolai, M Bianchini
Journal of Bioinformatics and Computational Biology 18 (05), 2050028, 2020
5 2020 Deep Learning Techniques for Dragonfly Action Recognition M Monaci, N Pancino, P Andreini, S Bonechi, P Bongini, A Rossi, G Ciano, ...
Proceedings of the 9th International Conference on Pattern Recognition …, 2020
5 2020 Structural bioinformatic survey of protein-small molecule interfaces delineates the role of glycine in surface pocket formation P Bongini, N Niccolai, A Trezza, G Mangiavacchi, A Santucci, O Spiga, ...
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (3 …, 2020
4 2020 Point-Wise Ribosome Translation Speed Prediction with Recurrent Neural Networks P Bongini, N Pancino, V Lachi, C Graziani, G Giacomini, P Andreini, ...
Mathematics 12 (3), 465, 2024
1 2024 Composite Graph Neural Networks for Molecular Property Prediction P Bongini, N Pancino, A Bendjeddou, F Scarselli, M Maggini, M Bianchini
Int. J. Mol. Sci 25, 6583, 2024
1 2024 Graph Neural Networks for Drug Discovery: An Integrated Decision Support Pipeline P Bongini
2023 IEEE International Conference on Metrology for eXtended Reality …, 2023
1 2023 
MONICA BIANCHINIUniversity of SienaEmail verificata su unisi.it
