| Molecular generative graph neural networks for drug discovery P Bongini, M Bianchini, F Scarselli Neurocomputing 450, 242-252, 2021 | 106 | 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 | 28 | 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 | 22 | 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 | 20 | 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 | 17 | 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 |
| 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 | 16 | 2022 |
| 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 | 13 | 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 |
| 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 | 10 | 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 | 7 | 2021 |
| A deep attention network for predicting amino acid signals in the formation of -helices A Visibelli, P Bongini, A Rossi, N Niccolai, M Bianchini Journal of Bioinformatics and Computational Biology 18 (05), 2050028, 2020 | 5 | 2020 |
| 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 | 4 | 2022 |
| 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 |
| 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 | 4 | 2020 |
| 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 | 3 | 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 | 3 | 2022 |
| A Novel Representation of Graphical Patterns for Graph Convolution Networks M Benini, P Bongini, E Trentin IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 16-27, 2022 | 1 | 2022 |
| Structural bioinformatics survey on disease-inducing missense mutations P Bongini, S Gardini, M Bianchini, O Spiga, N Niccolai Journal of Bioinformatics and Computational Biology 19 (03), 2150008, 2021 | 1 | 2021 |
| Structural bioinformatics to unveil weaknesses of coronavirus spike glycoprotein stability P Bongini, A Trezza, M Bianchini, O Spiga, N Niccolai In Silico Modeling of Drugs Against Coronaviruses: Computational Tools and …, 2021 | 1 | 2021 |
MONICA BIANCHINIUniversity of SienaVerified email at unisi.it
