DrugClust: a machine learning approach for drugs side effects prediction GM Dimitri, P Lió Computational biology and chemistry 68, 204-210, 2017 | 77 | 2017 |
Inductive–transductive learning with graph neural networks A Rossi, M Tiezzi, GM Dimitri, M Bianchini, M Maggini, F Scarselli Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018 | 34 | 2018 |
Integration of machine learning methods to dissect genetically imputed transcriptomic profiles in Alzheimer’s disease C Maj, T Azevedo, V Giansanti, O Borisov, GM Dimitri, S Spasov, ... Frontiers in genetics 10, 726, 2019 | 26 | 2019 |
Deep neural networks for structured data M Bianchini, GM Dimitri, M Maggini, F Scarselli Computational intelligence for pattern recognition, 29-51, 2018 | 24 | 2018 |
Multimodal and multicontrast image fusion via deep generative models GM Dimitri, S Spasov, A Duggento, L Passamonti, P Lió, N Toschi Information Fusion 88, 146-160, 2022 | 23 | 2022 |
Interactive alkaptonuria database: investigating clinical data to improve patient care in a rare disease V Cicaloni, O Spiga, GM Dimitri, R Maiocchi, L Millucci, D Giustarini, ... The FASEB Journal 33 (11), 12696, 2019 | 23 | 2019 |
Early downregulation of hsa-miR-144-3p in serum from drug-naïve Parkinson’s disease patients E Zago, A Dal Molin, GM Dimitri, L Xumerle, C Pirazzini, MG Bacalini, ... Scientific reports 12 (1), 1330, 2022 | 21 | 2022 |
Unsupervised stratification in neuroimaging through deep latent embeddings GM Dimitri, S Spasov, A Duggento, L Passamonti, P Lio, N Toschi 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 20 | 2020 |
Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease O Spiga, V Cicaloni, GM Dimitri, F Pettini, D Braconi, A Bernini, A Santucci Briefings in Bioinformatics 22 (5), bbaa434, 2021 | 19 | 2021 |
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 | 18 | 2022 |
Segmentation of aorta 3D CT images based on 2D convolutional neural networks S Bonechi, P Andreini, A Mecocci, N Giannelli, F Scarselli, E Neri, ... Electronics 10 (20), 2559, 2021 | 18 | 2021 |
A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients GM Dimitri, Agrawal S, Young A, Donnelly J, Liu X, Smielewski P, Hutchinson ... Applied Network Science, 2017 | 18* | 2017 |
Metabolite and lipoprotein profiles reveal sex-related oxidative stress imbalance in de novo drug-naive Parkinson’s disease patients G Meoni, L Tenori, S Schade, C Licari, C Pirazzini, MG Bacalini, ... npj Parkinson's Disease 8 (1), 14, 2022 | 17 | 2022 |
A geroscience approach for Parkinson’s disease: Conceptual framework and design of PROPAG-AGEING project C Pirazzini, T Azevedo, L Baldelli, A Bartoletti-Stella, ... Mechanisms of Ageing and Development 194, 111426, 2021 | 17 | 2021 |
The impact of Syntax Highlighting in Sonic Pi. GM Dimitri PPIG, 9, 2015 | 15 | 2015 |
Simultaneous transients of intracranial pressure and heart rate in traumatic brain injury: Methods of analysis GM Dimitri, S Agrawal, A Young, J Donnelly, X Liu, P Smielewski, ... Intracranial Pressure & Neuromonitoring XVI, 147-151, 2018 | 14 | 2018 |
Modeling brain–heart crosstalk information in patients with traumatic brain injury GM Dimitri, E Beqiri, MM Placek, M Czosnyka, N Stocchetti, A Ercole, ... Neurocritical care, 1-13, 2022 | 12 | 2022 |
Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits T Azevedo, GM Dimitri, P Lió, ER Gamazon NPJ systems biology and applications 7 (1), 24, 2021 | 12 | 2021 |
A short survey on deep learning for multimodal integration: Applications, future perspectives and challenges GM Dimitri Computers 11 (11), 163, 2022 | 10 | 2022 |
A comparison of machine learning approaches for predicting employee attrition F Guerranti, GM Dimitri Applied Sciences 13 (1), 267, 2022 | 9 | 2022 |