LOMBARDI, ANGELA
LOMBARDI, ANGELA
DIPARTIMENTO INTERATENEO DI FISICA
A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics
2022-01-01 Pantaleo, Ester; Monaco, Alfonso; Amoroso, Nicola; Lombardi, Angela; Bellantuono, Loredana; Urso, Daniele; Lo Giudice, Claudio; Picardi, Ernesto; Tafuri, Benedetta; Nigro, Salvatore; Pesole, Graziano; Tangaro, Sabina; Logroscino, Giancarlo; Bellotti, Roberto
A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease
2022-01-01 Lombardi, Angela; Diacono, Domenico; Amoroso, Nicola; Biecek, Przemysław; Monaco, Alfonso; Bellantuono, Loredana; Pantaleo, Ester; Logroscino, Giancarlo; De Blasi, Roberto; Tangaro, Sabina; Bellotti, Roberto
Accurate Evaluation of Feature Contributions for Sentinel Lymph Node Status Classification in Breast Cancer
2022-01-01 Lombardi, A.; Amoroso, N.; Bellantuono, L.; Bove, S.; Comes, M. C.; Fanizzi, A.; La Forgia, D.; Lorusso, V.; Monaco, A.; Tangaro, S.; Zito, F. A.; Bellotti, R.; Massafra, R.
Age Related topological analysis of synchronization-based functional connectivity
2019-01-01 Lombardi, Angela; Amoroso, Nicola; Diacono, Domenico; Lella, Eufemia; Bellotti, Roberto; Tangaro, Sabina
Association between structural connectivity and generalized cognitive spectrum in alzheimer’s disease
2020-01-01 Lombardi, A.; Amoroso, N.; Diacono, D.; Monaco, A.; Logroscino, G.; De Blasi, R.; Bellotti, R.; Tangaro, S.
Brain Age Prediction With Morphological Features Using Deep Neural Networks: Results From Predictive Analytic Competition 2019
2021-01-01 Lombardi, Angela; Monaco, Alfonso; Donvito, Giacinto; Amoroso, Nicola; Bellotti, Roberto; Tangaro, Sabina
Communicability disruption in Alzheimer's disease connectivity networks
2018-01-01 Lella, Eufemia; Amoroso, Nicola; Lombardi, Angela; Maggipinto, Tommaso; Tangaro, Sabina; Bellotti, Roberto
Complex network modelling of origin–destination commuting flows for the COVID-19 epidemic spread analysis in Italian Lombardy Region
2021-01-01 Lombardi, A.; Amoroso, N.; Monaco, A.; Tangaro, S.; Bellotti, R.
Deep learning and multiplex networks for accurate modeling of brain age
2019-01-01 Amoroso, Nicola; La Rocca, Marianna; Bellantuono, Loredana; Diacono, Domenico; Fanizzi, Annarita; Lella, Eufemia; Lombardi, Angela; Maggipinto, Tommaso; Monaco, Alfonso; Tangaro, Sabina; Bellotti, Roberto
Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe
2022-01-01 Cilli, R.; Elia, M.; D'Este, M.; Giannico, V.; Amoroso, N.; Lombardi, A.; Pantaleo, E.; Monaco, A.; Sanesi, G.; Tangaro, S.; Bellotti, R.; Lafortezza, R.
Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach
2021-01-01 Monaco, A.; Pantaleo, E.; Amoroso, N.; Bellantuono, L.; Lombardi, A.; Tateo, A.; Tangaro, S.; Bellotti, R.
Modelling Cognitive Loads in Schizophrenia by means of New Functional Dynamic Indexes
2019-01-01 Lombardi, A.; Guaragnella, C.; Amoroso, N.; Monaco, A.; Fazio, L.; Taurisano, P.; Pergola, G.; Blasi, G.; Bertolino, A.; Bellotti, R.; Tangaro, S. S.
Predicting brain age with complex networks: From adolescence to adulthood
2021-01-01 Bellantuono, Loredana; Marzano, Luca; La Rocca, Marianna; Duncan, Dominique; Lombardi, Angela; Maggipinto, Tommaso; Monaco, Alfonso; Tangaro, Sabina; Amoroso, Nicola; Bellotti, Roberto
Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework
2022-01-01 Bellantuono, L.; Monaco, A.; Amoroso, N.; Aquaro, V.; Lombardi, A.; Tangaro, S.; Bellotti, R.
Territorial bias in university rankings: a complex network approach
2022-01-01 Bellantuono, Loredana; Monaco, Alfonso; Amoroso, Nicola; Aquaro, Vincenzo; Bardoscia, Marco; Demarinis Loiotile, Annamaria; Lombardi, Angela; Tangaro, Sabina; Bellotti, Roberto
The verbalization of numbers: An explainable framework for tourism online reviews
2023-01-01 De Nicolò, Francesco; Bellantuono, Loredana; Borzì, Dario; Bregonzio, Matteo; Cilli, Roberto; De Marco, Leone; Lombardi, Angela; Pantaleo, Ester; Petruzzellis, Luca; Shashaj, Ariona; Tangaro, Sabina; Monaco, Alfonso; Amoroso, Nicola; Bellotti, Roberto
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics | 1-gen-2022 | Pantaleo, Ester; Monaco, Alfonso; Amoroso, Nicola; Lombardi, Angela; Bellantuono, Loredana; Urso, Daniele; Lo Giudice, Claudio; Picardi, Ernesto; Tafuri, Benedetta; Nigro, Salvatore; Pesole, Graziano; Tangaro, Sabina; Logroscino, Giancarlo; Bellotti, Roberto | |
| A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease | 1-gen-2022 | Lombardi, Angela; Diacono, Domenico; Amoroso, Nicola; Biecek, Przemysław; Monaco, Alfonso; Bellantuono, Loredana; Pantaleo, Ester; Logroscino, Giancarlo; De Blasi, Roberto; Tangaro, Sabina; Bellotti, Roberto | |
| Accurate Evaluation of Feature Contributions for Sentinel Lymph Node Status Classification in Breast Cancer | 1-gen-2022 | Lombardi, A.; Amoroso, N.; Bellantuono, L.; Bove, S.; Comes, M. C.; Fanizzi, A.; La Forgia, D.; Lorusso, V.; Monaco, A.; Tangaro, S.; Zito, F. A.; Bellotti, R.; Massafra, R. | |
| Age Related topological analysis of synchronization-based functional connectivity | 1-gen-2019 | Lombardi, Angela; Amoroso, Nicola; Diacono, Domenico; Lella, Eufemia; Bellotti, Roberto; Tangaro, Sabina | |
| Association between structural connectivity and generalized cognitive spectrum in alzheimer’s disease | 1-gen-2020 | Lombardi, A.; Amoroso, N.; Diacono, D.; Monaco, A.; Logroscino, G.; De Blasi, R.; Bellotti, R.; Tangaro, S. | |
| Brain Age Prediction With Morphological Features Using Deep Neural Networks: Results From Predictive Analytic Competition 2019 | 1-gen-2021 | Lombardi, Angela; Monaco, Alfonso; Donvito, Giacinto; Amoroso, Nicola; Bellotti, Roberto; Tangaro, Sabina | |
| Communicability disruption in Alzheimer's disease connectivity networks | 1-gen-2018 | Lella, Eufemia; Amoroso, Nicola; Lombardi, Angela; Maggipinto, Tommaso; Tangaro, Sabina; Bellotti, Roberto | |
| Complex network modelling of origin–destination commuting flows for the COVID-19 epidemic spread analysis in Italian Lombardy Region | 1-gen-2021 | Lombardi, A.; Amoroso, N.; Monaco, A.; Tangaro, S.; Bellotti, R. | |
| Deep learning and multiplex networks for accurate modeling of brain age | 1-gen-2019 | Amoroso, Nicola; La Rocca, Marianna; Bellantuono, Loredana; Diacono, Domenico; Fanizzi, Annarita; Lella, Eufemia; Lombardi, Angela; Maggipinto, Tommaso; Monaco, Alfonso; Tangaro, Sabina; Bellotti, Roberto | |
| Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe | 1-gen-2022 | Cilli, R.; Elia, M.; D'Este, M.; Giannico, V.; Amoroso, N.; Lombardi, A.; Pantaleo, E.; Monaco, A.; Sanesi, G.; Tangaro, S.; Bellotti, R.; Lafortezza, R. | |
| Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach | 1-gen-2021 | Monaco, A.; Pantaleo, E.; Amoroso, N.; Bellantuono, L.; Lombardi, A.; Tateo, A.; Tangaro, S.; Bellotti, R. | |
| Modelling Cognitive Loads in Schizophrenia by means of New Functional Dynamic Indexes | 1-gen-2019 | Lombardi, A.; Guaragnella, C.; Amoroso, N.; Monaco, A.; Fazio, L.; Taurisano, P.; Pergola, G.; Blasi, G.; Bertolino, A.; Bellotti, R.; Tangaro, S. S. | |
| Predicting brain age with complex networks: From adolescence to adulthood | 1-gen-2021 | Bellantuono, Loredana; Marzano, Luca; La Rocca, Marianna; Duncan, Dominique; Lombardi, Angela; Maggipinto, Tommaso; Monaco, Alfonso; Tangaro, Sabina; Amoroso, Nicola; Bellotti, Roberto | |
| Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework | 1-gen-2022 | Bellantuono, L.; Monaco, A.; Amoroso, N.; Aquaro, V.; Lombardi, A.; Tangaro, S.; Bellotti, R. | |
| Territorial bias in university rankings: a complex network approach | 1-gen-2022 | Bellantuono, Loredana; Monaco, Alfonso; Amoroso, Nicola; Aquaro, Vincenzo; Bardoscia, Marco; Demarinis Loiotile, Annamaria; Lombardi, Angela; Tangaro, Sabina; Bellotti, Roberto | |
| The verbalization of numbers: An explainable framework for tourism online reviews | 1-gen-2023 | De Nicolò, Francesco; Bellantuono, Loredana; Borzì, Dario; Bregonzio, Matteo; Cilli, Roberto; De Marco, Leone; Lombardi, Angela; Pantaleo, Ester; Petruzzellis, Luca; Shashaj, Ariona; Tangaro, Sabina; Monaco, Alfonso; Amoroso, Nicola; Bellotti, Roberto |