Sfoglia per Autore
Modular multi-source prediction of drug side-effects with DruGNN
2022-01-01 Bongini, Pietro; Scarselli, Franco; Bianchini, Monica; Dimitri, Giovanna Maria; Pancino, Niccoló; Lio, Pietro
Deep Learning Approaches for the Segmentation of Glomeruli in Kidney Histopathological Images
2022-01-01 Dimitri, G. M.; Andreini, P.; Bonechi, S.; Bianchini, M.; Mecocci, A.; Scarselli, F.; Zacchi, A.; Garosi, G.; Marcuzzo, T.; Tripodi, S. A.
Multimodal and multicontrast image fusion via deep generative models
2022-01-01 Dimitri, Giovanna Maria; Spasov, Simeon; Duggento, Andrea; Passamonti, Luca; Lió, Pietro; Toschi, Nicola
NMR Spectroscopy Combined with Machine Learning Approaches for Age Prediction in Healthy and Parkinson’s Disease Cohorts through Metabolomic Fingerprints
2022-01-01 Dimitri, GIOVANNA MARIA; Meoni, Gaia; Tenori, Leonardo; Luchinat, Claudio; Lió, Pietro
Metabolite and lipoprotein profiles reveal sex-related oxidative stress imbalance in de novo drug-naive Parkinson's disease patients
2022-01-01 Meoni, Gaia; Tenori, Leonardo; Schade, Sebastian; Licari, Cristina; Pirazzini, Chiara; Bacalini, Maria Giulia; Garagnani, Paolo; Turano, Paola; Baldelli, Luca; Schade, Sebastian; Jesús, Silvia; Schreglmann, Sebastian R; Sambati, Luisa; Gómez-Garre, Pilar; Halsband, Claire; Calandra-Buonaura, Giovanna; Adarmes-Gómez, Astrid Daniela; Sixel-Döring, Friederike; Zenesini, Corrado; Pirazzini, Chiara; Garagnani, Paolo; Bacalini, Maria Giulia; Bhatia, Kailash P.; Cortelli, Pietro; Mollenhauer, Brit; Franceschi, Claudio; Houlden, Henry; Liò, Pietro; Luchinat, Claudio; Delledonne, Massimo; Mills, Kevin; Pedersen, Nancy L.; Azevedo, Tiago; Bartoletti-Stella, Anna; Bonilla-Toribio, Marta; Buiza-Rueda, Dolores; Capellari, Sabina; Carriòn-Claro, Mario; Clayton, Robert; Dal Molin, Alessandra; Dimitri, Giovanna Maria; Doykov, Ivan; Giuliani, Cristina; Hägg, Sara; Hällqvist, Jenny; Heywood, Wendy; Huertas, Ismael; Jylhävä, Juulia; Labrador-Espinosa, Miguel A.; Licari, Cristina; Macias, Daniel; Magrinelli, Francesca; Rodríguez, Juan Francisco Martín; Maturo, Maria Giovanna; Mengozzi, Giacomo; Meoni, Gaia; Milazzo, Maddalena; Nardini, Christine; Pedersen, Nancy L.; Periñán-Tocino, Maria Teresa; Ravaioli, Francesco; Sala, Claudia; Spasov, Simeon; Tejera-Parrado, Cristina; Tenori, Leonardo; Paola, Turano; Williams, Dylan; Xumerle, Luciano; Trenkwalder, Claudia; Franceschi, Claudio; Mollenhauer, Brit; Luchinat, Claudio
Blinking Rate Comparison Between Patients with Chronic Pain and Parkinson's Disease
2022-01-01 Stefanescu, E.; Pancino, N.; Graziani, C.; Lachi, V.; Sampoli, M.; Dimitri, G.; Bargagli, A.; Zanca, D.; Bianchini, M.; Mureșanu, D.; Rufa, A.
A Short Survey on Deep Learning for Multimodal Integration: Applications, Future Perspectives and Challenges
2022-01-01 Dimitri, Giovanna Maria
TG-DGM: Clustering Brain Activity using a Temporal Graph Deep Generative Mode
2021-01-01 Emilov Spasov, Simeon; Campbell, Alexander; Dimitri, GIOVANNA MARIA; Di Stefano, Alessandro; Scarselli, Franco; Lio, Pietro
Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits
2021-01-01 Azevedo, Tiago; Dimitri, Giovanna Maria; Lió, Pietro; Gamazon, Eric R
Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease
2021-01-01 Spiga, Ottavia; Cicaloni, Vittoria; Dimitri, Giovanna Maria; Pettini, Francesco; Braconi, Daniela; Bernini, Andrea; Santucci, Annalisa
A geroscience approach for Parkinson's disease: Conceptual framework and design of PROPAG-AGEING project
2021-01-01 Pirazzini, C.; Azevedo, T.; Baldelli, L.; Bartoletti-Stella, A.; Calandra-Buonaura, G.; Dal Molin, A.; Dimitri, G. M.; Doykov, I.; Gomez-Garre, P.; Hagg, S.; Hallqvist, J.; Halsband, C.; Heywood, W.; Jesus, S.; Jylhava, J.; Kwiatkowska, K. M.; Labrador-Espinosa, M. A.; Licari, C.; Maturo, M. G.; Mengozzi, G.; Meoni, G.; Milazzo, M.; Perinan-Tocino, M. T.; Ravaioli, F.; Sala, C.; Sambati, L.; Schade, S.; Schreglmann, S.; Spasov, S.; Tenori, L.; Williams, D.; Xumerle, L.; Zago, E.; Bhatia, K. P.; Capellari, S.; Cortelli, P.; Garagnani, P.; Houlden, H.; Lio, P.; Luchinat, C.; Delledonne, M.; Mills, K.; Mir, P.; Mollenhauer, B.; Nardini, C.; Pedersen, N. L.; Provini, F.; Strom, S.; Trenkwalder, C.; Turano, P.; Bacalini, M. G.; Franceschi, C.; Adarmes-Gomez, A.; Bonilla-Toribio, M.; Boninsegna, C.; Broli, M.; Buiza-Rueda, D.; Carrion-Claro, M.; Cilea, R.; Clayton, R.; Molin, A. D.; De Luca, S.; De Massis, P.; Escuela-Martin, R.; Fabbri, G.; Gabellini, A.; Giuliani, C.; Guaraldi, P.; Huertas, I.; Macias, D.; Macri, S.; Magrinelli, F.; Rodriguez, J. F. M.; Mignani, F.; Nassetti, S. A.; Scaglione, C. L. M.; Tejera-Parrado, C.; Valzania, F.; Ortega, R. V.
Segmentation of Aorta 3D CT Images Based on 2D Convolutional Neural Networks
2021-01-01 Bonechi, Simone; Andreini, Paolo; Mecocci, Alessandro; Giannelli, Nicola; Scarselli, Franco; Neri, Eugenio; Bianchini, Monica; Dimitri, GIOVANNA MARIA
Modeling Brain-Heart Crosstalk Information in Patients with Traumatic Brain Injury
2021-01-01 Dimitri, Gm; Beqiri, E; Placek, Mm; Czosnyka, M; Stocchetti, N; Ercole, A; Smielewski, P; Lio, P
A Mixed Statistical and Machine Learning Approach for the Analysis of Multimodal Trail Making Test Data
2021-01-01 Pancino, Niccolò; Graziani, Caterina; Lachi, Veronica; Sampoli, Maria Lucia; Ștefǎnescu, Emanuel; Bianchini, Monica; Dimitri, Giovanna Maria
A preliminary evaluation of Echo State Networks for Brugada syndrome classification
2021-01-01 Dimitri, Giovanna Maria; Gallicchio, Claudio; Micheli, Alessio; Morales, Maria-Aurora; Ungaro, Emanuele; Vozzi, Federico
SlAide2Voice: a new educational tool for students with visual disabilities
2021-01-01 Ciano, Giorgio; Dimitri, Giovanna Maria; Rossi, Alberto; Giacomini, Giorgia; Bonechi, Simone; Andreini, Paolo; Messori, Elisa
Heterogeneity of prodromal Parkinson symptoms in siblings of Parkinson disease patients
2021-01-01 Baldelli, Luca; Schade, Sebastian; Jesús, Silvia; Schreglmann, Sebastian R; Sambati, Luisa; Gómez-Garre, Pilar; Halsband, Claire; Calandra-Buonaura, Giovanna; Adarmes-Gómez, Astrid Daniela; Sixel-Döring, Friederike; Zenesini, Corrado; Pirazzini, Chiara; Garagnani, Paolo; Bacalini, Maria Giulia; Bhatia, Kailash P; Cortelli, Pietro; Mollenhauer, Brit; Franceschi, Claudio; Baldelli, Luca; Schade, Sebastian; Jesús, Silvia; Schreglmann, Sebastian R; Sambati, Luisa; Gómez-Garre, Pilar; Halsband, Claire; Calandra-Buonaura, Giovanna; Adarmes-Gómez, Astrid Daniela; Sixel-Döring, Friederike; Zenesini, Corrado; Pirazzini, Chiara; Garagnani, Paolo; Bacalini, Maria Giulia; Bhatia, Kailash P.; Cortelli, Pietro; Mollenhauer, Brit; Franceschi, Claudio; Houlden, Henry; Liò, Pietro; Luchinat, Claudio; Delledonne, Massimo; Mills, Kevin; Pedersen, Nancy L.; Azevedo, Tiago; Bartoletti-Stella, Anna; Bonilla-Toribio, Marta; Buiza-Rueda, Dolores; Capellari, Sabina; Carriòn-Claro, Mario; Clayton, Robert; Dal Molin, Alessandra; Dimitri, Giovanna Maria; Doykov, Ivan; Giuliani, Cristina; Hägg, Sara; Hällqvist, Jenny; Heywood, Wendy; Huertas, Ismael; Jylhävä, Juulia; Labrador-Espinosa, Miguel A.; Licari, Cristina; Macias, Daniel; Magrinelli, Francesca; Rodríguez, Juan Francisco Martín; Maturo, Maria Giovanna; Mengozzi, Giacomo; Meoni, Gaia; Milazzo, Maddalena; Nardini, Christine; Pedersen, Nancy L.; Periñán-Tocino, Maria Teresa; Ravaioli, Francesco; Sala, Claudia; Spasov, Simeon; Tejera-Parrado, Cristina; Tenori, Leonardo; Paola, Turano; Williams, Dylan; Xumerle, Luciano; Mir, Pablo; Trenkwalder, Claudia; Provini, Federica
Neural Models for Brain Networks Connectivity Analysis
2020-01-01 Kusztos, R.; Dimitri, G. M.; Lio, P.
Unsupervised stratification in neuroimaging through deep latent embeddings
2020-01-01 Dimitri, Gm; Spasov, S; Duggento, A; Passamonti, L; Lio', P; Toschi, N
Introducing brain-heart crosstalks information in clinical decision support systems for TBI patients, through ICM+
2020-01-01 Dimitri, G. M.; Beqiri, E.; Placek, M. M.; Czosnyka, M.; Ercole, A.; Smielewski, P.; Lio, P.
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| 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 | - | |
| Deep Learning Approaches for the Segmentation of Glomeruli in Kidney Histopathological Images | 1-gen-2022 | Dimitri, G. M.; Andreini, P.; Bonechi, S.; Bianchini, M.; Mecocci, A.; Scarselli, F.; Zacchi, A.; Garosi, G.; Marcuzzo, T.; Tripodi, S. A. | - | |
| Multimodal and multicontrast image fusion via deep generative models | 1-gen-2022 | Dimitri, Giovanna Maria; Spasov, Simeon; Duggento, Andrea; Passamonti, Luca; Lió, Pietro; Toschi, Nicola | - | |
| NMR Spectroscopy Combined with Machine Learning Approaches for Age Prediction in Healthy and Parkinson’s Disease Cohorts through Metabolomic Fingerprints | 1-gen-2022 | Dimitri, GIOVANNA MARIA; Meoni, Gaia; Tenori, Leonardo; Luchinat, Claudio; Lió, Pietro | - | |
| Metabolite and lipoprotein profiles reveal sex-related oxidative stress imbalance in de novo drug-naive Parkinson's disease patients | 1-gen-2022 | Meoni, Gaia; Tenori, Leonardo; Schade, Sebastian; Licari, Cristina; Pirazzini, Chiara; Bacalini, Maria Giulia; Garagnani, Paolo; Turano, Paola; Baldelli, Luca; Schade, Sebastian; Jesús, Silvia; Schreglmann, Sebastian R; Sambati, Luisa; Gómez-Garre, Pilar; Halsband, Claire; Calandra-Buonaura, Giovanna; Adarmes-Gómez, Astrid Daniela; Sixel-Döring, Friederike; Zenesini, Corrado; Pirazzini, Chiara; Garagnani, Paolo; Bacalini, Maria Giulia; Bhatia, Kailash P.; Cortelli, Pietro; Mollenhauer, Brit; Franceschi, Claudio; Houlden, Henry; Liò, Pietro; Luchinat, Claudio; Delledonne, Massimo; Mills, Kevin; Pedersen, Nancy L.; Azevedo, Tiago; Bartoletti-Stella, Anna; Bonilla-Toribio, Marta; Buiza-Rueda, Dolores; Capellari, Sabina; Carriòn-Claro, Mario; Clayton, Robert; Dal Molin, Alessandra; Dimitri, Giovanna Maria; Doykov, Ivan; Giuliani, Cristina; Hägg, Sara; Hällqvist, Jenny; Heywood, Wendy; Huertas, Ismael; Jylhävä, Juulia; Labrador-Espinosa, Miguel A.; Licari, Cristina; Macias, Daniel; Magrinelli, Francesca; Rodríguez, Juan Francisco Martín; Maturo, Maria Giovanna; Mengozzi, Giacomo; Meoni, Gaia; Milazzo, Maddalena; Nardini, Christine; Pedersen, Nancy L.; Periñán-Tocino, Maria Teresa; Ravaioli, Francesco; Sala, Claudia; Spasov, Simeon; Tejera-Parrado, Cristina; Tenori, Leonardo; Paola, Turano; Williams, Dylan; Xumerle, Luciano; Trenkwalder, Claudia; Franceschi, Claudio; Mollenhauer, Brit; Luchinat, Claudio | - | |
| Blinking Rate Comparison Between Patients with Chronic Pain and Parkinson's Disease | 1-gen-2022 | Stefanescu, E.; Pancino, N.; Graziani, C.; Lachi, V.; Sampoli, M.; Dimitri, G.; Bargagli, A.; Zanca, D.; Bianchini, M.; Mureșanu, D.; Rufa, A. | - | |
| A Short Survey on Deep Learning for Multimodal Integration: Applications, Future Perspectives and Challenges | 1-gen-2022 | Dimitri, Giovanna Maria | - | |
| TG-DGM: Clustering Brain Activity using a Temporal Graph Deep Generative Mode | 1-gen-2021 | Emilov Spasov, Simeon; Campbell, Alexander; Dimitri, GIOVANNA MARIA; Di Stefano, Alessandro; Scarselli, Franco; Lio, Pietro | - | |
| Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits | 1-gen-2021 | Azevedo, Tiago; Dimitri, Giovanna Maria; Lió, Pietro; Gamazon, Eric R | - | |
| Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease | 1-gen-2021 | Spiga, Ottavia; Cicaloni, Vittoria; Dimitri, Giovanna Maria; Pettini, Francesco; Braconi, Daniela; Bernini, Andrea; Santucci, Annalisa | - | |
| A geroscience approach for Parkinson's disease: Conceptual framework and design of PROPAG-AGEING project | 1-gen-2021 | Pirazzini, C.; Azevedo, T.; Baldelli, L.; Bartoletti-Stella, A.; Calandra-Buonaura, G.; Dal Molin, A.; Dimitri, G. M.; Doykov, I.; Gomez-Garre, P.; Hagg, S.; Hallqvist, J.; Halsband, C.; Heywood, W.; Jesus, S.; Jylhava, J.; Kwiatkowska, K. M.; Labrador-Espinosa, M. A.; Licari, C.; Maturo, M. G.; Mengozzi, G.; Meoni, G.; Milazzo, M.; Perinan-Tocino, M. T.; Ravaioli, F.; Sala, C.; Sambati, L.; Schade, S.; Schreglmann, S.; Spasov, S.; Tenori, L.; Williams, D.; Xumerle, L.; Zago, E.; Bhatia, K. P.; Capellari, S.; Cortelli, P.; Garagnani, P.; Houlden, H.; Lio, P.; Luchinat, C.; Delledonne, M.; Mills, K.; Mir, P.; Mollenhauer, B.; Nardini, C.; Pedersen, N. L.; Provini, F.; Strom, S.; Trenkwalder, C.; Turano, P.; Bacalini, M. G.; Franceschi, C.; Adarmes-Gomez, A.; Bonilla-Toribio, M.; Boninsegna, C.; Broli, M.; Buiza-Rueda, D.; Carrion-Claro, M.; Cilea, R.; Clayton, R.; Molin, A. D.; De Luca, S.; De Massis, P.; Escuela-Martin, R.; Fabbri, G.; Gabellini, A.; Giuliani, C.; Guaraldi, P.; Huertas, I.; Macias, D.; Macri, S.; Magrinelli, F.; Rodriguez, J. F. M.; Mignani, F.; Nassetti, S. A.; Scaglione, C. L. M.; Tejera-Parrado, C.; Valzania, F.; Ortega, R. V. | - | |
| Segmentation of Aorta 3D CT Images Based on 2D Convolutional Neural Networks | 1-gen-2021 | Bonechi, Simone; Andreini, Paolo; Mecocci, Alessandro; Giannelli, Nicola; Scarselli, Franco; Neri, Eugenio; Bianchini, Monica; Dimitri, GIOVANNA MARIA | - | |
| Modeling Brain-Heart Crosstalk Information in Patients with Traumatic Brain Injury | 1-gen-2021 | Dimitri, Gm; Beqiri, E; Placek, Mm; Czosnyka, M; Stocchetti, N; Ercole, A; Smielewski, P; Lio, P | - | |
| A Mixed Statistical and Machine Learning Approach for the Analysis of Multimodal Trail Making Test Data | 1-gen-2021 | Pancino, Niccolò; Graziani, Caterina; Lachi, Veronica; Sampoli, Maria Lucia; Ștefǎnescu, Emanuel; Bianchini, Monica; Dimitri, Giovanna Maria | - | |
| A preliminary evaluation of Echo State Networks for Brugada syndrome classification | 1-gen-2021 | Dimitri, Giovanna Maria; Gallicchio, Claudio; Micheli, Alessio; Morales, Maria-Aurora; Ungaro, Emanuele; Vozzi, Federico | - | |
| SlAide2Voice: a new educational tool for students with visual disabilities | 1-gen-2021 | Ciano, Giorgio; Dimitri, Giovanna Maria; Rossi, Alberto; Giacomini, Giorgia; Bonechi, Simone; Andreini, Paolo; Messori, Elisa | - | |
| Heterogeneity of prodromal Parkinson symptoms in siblings of Parkinson disease patients | 1-gen-2021 | Baldelli, Luca; Schade, Sebastian; Jesús, Silvia; Schreglmann, Sebastian R; Sambati, Luisa; Gómez-Garre, Pilar; Halsband, Claire; Calandra-Buonaura, Giovanna; Adarmes-Gómez, Astrid Daniela; Sixel-Döring, Friederike; Zenesini, Corrado; Pirazzini, Chiara; Garagnani, Paolo; Bacalini, Maria Giulia; Bhatia, Kailash P; Cortelli, Pietro; Mollenhauer, Brit; Franceschi, Claudio; Baldelli, Luca; Schade, Sebastian; Jesús, Silvia; Schreglmann, Sebastian R; Sambati, Luisa; Gómez-Garre, Pilar; Halsband, Claire; Calandra-Buonaura, Giovanna; Adarmes-Gómez, Astrid Daniela; Sixel-Döring, Friederike; Zenesini, Corrado; Pirazzini, Chiara; Garagnani, Paolo; Bacalini, Maria Giulia; Bhatia, Kailash P.; Cortelli, Pietro; Mollenhauer, Brit; Franceschi, Claudio; Houlden, Henry; Liò, Pietro; Luchinat, Claudio; Delledonne, Massimo; Mills, Kevin; Pedersen, Nancy L.; Azevedo, Tiago; Bartoletti-Stella, Anna; Bonilla-Toribio, Marta; Buiza-Rueda, Dolores; Capellari, Sabina; Carriòn-Claro, Mario; Clayton, Robert; Dal Molin, Alessandra; Dimitri, Giovanna Maria; Doykov, Ivan; Giuliani, Cristina; Hägg, Sara; Hällqvist, Jenny; Heywood, Wendy; Huertas, Ismael; Jylhävä, Juulia; Labrador-Espinosa, Miguel A.; Licari, Cristina; Macias, Daniel; Magrinelli, Francesca; Rodríguez, Juan Francisco Martín; Maturo, Maria Giovanna; Mengozzi, Giacomo; Meoni, Gaia; Milazzo, Maddalena; Nardini, Christine; Pedersen, Nancy L.; Periñán-Tocino, Maria Teresa; Ravaioli, Francesco; Sala, Claudia; Spasov, Simeon; Tejera-Parrado, Cristina; Tenori, Leonardo; Paola, Turano; Williams, Dylan; Xumerle, Luciano; Mir, Pablo; Trenkwalder, Claudia; Provini, Federica | - | |
| Neural Models for Brain Networks Connectivity Analysis | 1-gen-2020 | Kusztos, R.; Dimitri, G. M.; Lio, P. | - | |
| Unsupervised stratification in neuroimaging through deep latent embeddings | 1-gen-2020 | Dimitri, Gm; Spasov, S; Duggento, A; Passamonti, L; Lio', P; Toschi, N | - | |
| Introducing brain-heart crosstalks information in clinical decision support systems for TBI patients, through ICM+ | 1-gen-2020 | Dimitri, G. M.; Beqiri, E.; Placek, M. M.; Czosnyka, M.; Ercole, A.; Smielewski, P.; Lio, P. | - |
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