DI TEODORO, GIULIA
DI TEODORO, GIULIA
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1
2023 DI TEODORO, Giulia; Siciliano, Federico; Guarrasi, Valerio; Vandamme, Anne-Mieke; Ghisetti, Valeria; Sönnerborg, Anders; Zazzi, Maurizio; Silvestri, Fabrizio; Palagi, Laura
A machine-learning based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease
2023 Raparelli, Valeria; Romiti, Giulio Francesco; Di Teodoro, Giulia; Seccia, Ruggiero; Tanzilli, Gaetano; Viceconte, Nicola; Marrapodi, Ramona; Flego, Davide; Corica, Bernadette; Cangemi, Roberto; Pilote, Louise; Basili, Stefania; Proietti, Marco; Palagi, Laura; Stefanini, Lucia; Eva, Investigators; Visioli, Giacomo
A machine-learning-based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease
2021 Raparelli, V; Proietti, M; Romiti, G. F.; Seccia, R; Di Teodoro, G.; Tanzilli, G; Marrapodi, R; Flego, D; Corica, B; Cangemi, R; Palagi, L; Basili, S; Stefanini, L
Cohort Profile: A European Multidisciplinary Network for the Fight against HIV Drug Resistance (EuResist Network)
2023 Rossetti, Barbara; Incardona, Francesca; Di Teodoro, Giulia; Mommo, Chiara; Saladini, Francesco; Kaiser, Rolf; Sönnerborg, Anders; Lengauer, Thomas; Zazzi, Maurizio
Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1
2024 DI TEODORO, Giulia; Pirkl, Martin; Incardona, Francesca; Vicenti, Ilaria; Sönnerborg, Anders; Kaiser, Rolf; Palagi, Laura; Zazzi, Maurizio; Lengauer, Thomas
Molecular Epidemiology of HIV-1 in Eastern Europe and Russia
2022 van de Klundert, Maarten A. A.; Antonova, Anastasiia; Di Teodoro, Giulia; Ceña Diez, Rafael; Chkhartishvili, Nikoloz; Heger, Eva; Kuznetsova, Anna; Lebedev, Aleksey; Narayanan, Aswathy; Ozhmegova, Ekaterina; Pronin, Alexander; Shemshura, Andrey; Tumanov, Alexandr; Pfeifer, Nico; Kaiser, Rolf; Saladini, Francesco; Zazzi, Maurizio; Incardona, Francesca; Bobkova, Marina; Sönnerborg, Anders
Spectrum of Atazanavir‐Selected Protease Inhibitor‐Resistance Mutations
2022 Rhee, S. -Y.; Boehm, M.; Tarasova, O.; Di Teodoro, G.; Abecasis, A. B.; Sonnerborg, A.; Bailey, A. J.; Kireev, D.; Zazzi, M.; Shafer, R. W.
Toward personalized medicine and transparent decision-making with Machine Learning Models for complex diseases: a focus on HIV-1 and type 2 Diabetes
2024 DI TEODORO, Giulia
Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree
2024 DI TEODORO, Giulia; Monaci, Marta; Palagi, Laura
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1 | 2023 | DI TEODORO, Giulia; Siciliano, Federico; Guarrasi, Valerio; Vandamme, Anne-Mieke; Ghisetti, Valeria; Sönnerborg, Anders; Zazzi, Maurizio; Silvestri, Fabrizio; Palagi, Laura | |
| A machine-learning based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease | 2023 | Raparelli, Valeria; Romiti, Giulio Francesco; Di Teodoro, Giulia; Seccia, Ruggiero; Tanzilli, Gaetano; Viceconte, Nicola; Marrapodi, Ramona; Flego, Davide; Corica, Bernadette; Cangemi, Roberto; Pilote, Louise; Basili, Stefania; Proietti, Marco; Palagi, Laura; Stefanini, Lucia; Eva, Investigators; Visioli, Giacomo | |
| A machine-learning-based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease | 2021 | Raparelli, V; Proietti, M; Romiti, G. F.; Seccia, R; Di Teodoro, G.; Tanzilli, G; Marrapodi, R; Flego, D; Corica, B; Cangemi, R; Palagi, L; Basili, S; Stefanini, L | |
| Cohort Profile: A European Multidisciplinary Network for the Fight against HIV Drug Resistance (EuResist Network) | 2023 | Rossetti, Barbara; Incardona, Francesca; Di Teodoro, Giulia; Mommo, Chiara; Saladini, Francesco; Kaiser, Rolf; Sönnerborg, Anders; Lengauer, Thomas; Zazzi, Maurizio | |
| Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1 | 2024 | DI TEODORO, Giulia; Pirkl, Martin; Incardona, Francesca; Vicenti, Ilaria; Sönnerborg, Anders; Kaiser, Rolf; Palagi, Laura; Zazzi, Maurizio; Lengauer, Thomas | |
| Molecular Epidemiology of HIV-1 in Eastern Europe and Russia | 2022 | van de Klundert, Maarten A. A.; Antonova, Anastasiia; Di Teodoro, Giulia; Ceña Diez, Rafael; Chkhartishvili, Nikoloz; Heger, Eva; Kuznetsova, Anna; Lebedev, Aleksey; Narayanan, Aswathy; Ozhmegova, Ekaterina; Pronin, Alexander; Shemshura, Andrey; Tumanov, Alexandr; Pfeifer, Nico; Kaiser, Rolf; Saladini, Francesco; Zazzi, Maurizio; Incardona, Francesca; Bobkova, Marina; Sönnerborg, Anders | |
| Spectrum of Atazanavir‐Selected Protease Inhibitor‐Resistance Mutations | 2022 | Rhee, S. -Y.; Boehm, M.; Tarasova, O.; Di Teodoro, G.; Abecasis, A. B.; Sonnerborg, A.; Bailey, A. J.; Kireev, D.; Zazzi, M.; Shafer, R. W. | |
| Toward personalized medicine and transparent decision-making with Machine Learning Models for complex diseases: a focus on HIV-1 and type 2 Diabetes | 2024 | DI TEODORO, Giulia | |
| Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree | 2024 | DI TEODORO, Giulia; Monaci, Marta; Palagi, Laura |