SCALCO, ELISA
SCALCO, ELISA
Istituto di Tecnologie Biomediche - ITB
A Genetic Programming Approach to Radiomic-Based Feature Construction for Survival Prediction in Non-Small Cell Lung Cancer
2024 Scalco, Elisa; Gómez-Flores, Wilfrido; Rizzo, Giovanna
Positional contrastive learning for improved thigh muscle segmentation in MR images
2024 Casali, Nicola; Scalco, Elisa; Taccogna, Maria Giovanna; Lauretani, Fulvio; Porcelli, Simone; Ciuni, Andrea; Mastropietro, Alfonso; Rizzo, Giovanna
Radiomic reliability assessed on anatomical and diffusion MRI in Autosomal Dominant Polycystic Kidney Disease (ADPKD) patient
2024 Lussana, Francesca; Lanzarone, Ettore; Villa, Giulia; Mastropietro, Alfonso; Caroli, Anna; Scalco, Elisa
The impact of segmentation uncertainty on radiomics reproducibility to segmentation and acquisition variability in kidney MRI
2024 Damiano, Rossella; Lussana, Francesca; Villa, Giulia; Caroli, Anna; Lanzarone, Ettore; Scalco, Elisa
Uncertainty quantification in multi‐class segmentation: Comparison between Bayesian and non‐Bayesian approaches in a clinical perspective
2024 Scalco, Elisa; Pozzi, Silvia; Rizzo, Giovanna; Lanzarone, Ettore
The quantification of IntraVoxel incoherent motion - MRI maps cannot preserve texture information: An evaluation based on simulated and in-vivo images
2023 Scalco, Elisa; Rizzo, Giovanna; Mastropietro, Alfonso
A Clustering Approach to Improve IntraVoxel Incoherent Motion Maps from DW-MRI Using Conditional Auto-Regressive Bayesian Model
2022 Scalco, Elisa; Mastropietro, Alfonso; Rizzo, Giovanna; Lanzarone, Ettore
A supervised deep neural network approach with standardized targets for enhanced accuracy of IVIM parameter estimation from multi-SNR images
2022 Mastropietro, Alfonso; Procissi, Daniel; Scalco, Elisa; Rizzo, Giovanna; Bertolino, Nicola
Automatic Feature Construction Based on Genetic Programming for Survival Prediction in Lung Cancer Using CT Images
2022 Scalco, Elisa; Scalco, Elisa; Rizzo, Giovanna; Rizzo, Giovanna; Gomezflores, ; Wilfrido,
The stability of oncologic MRI radiomic features and the potential role of deep learning: a review
2022 Scalco, Elisa; Rizzo, Giovanna; Mastropietro, Alfonso
A Multi-Variate framework to assess reliability and discrimination power of Bayesian estimation of Intravoxel Incoherent Motion parameters
2021 Scalco, E; Mastropietro, A; Bodini, A; Marzi, S; Rizzo, G
Theranostics in Boron Neutron Capture Therapy
2021 AG Sauerwein, Wolfgang; Sancey, Lucie; Hey-Hawkins, Evamarie; Kellert, Martin; Panza, Luigi; Imperio, Daniela; Balcerzyk, Marcin; Rizzo, Giovanna; Scalco, Elisa; Herrmann, Ken; Mauri, PIETRO LUIGI; DE PALMA, Antonella; Wittig, Andrea
A novel bayesian approach with conditional autoregressive specification for intravoxel incoherent motion diffusion-weighted MRI
2020 Lanzarone, Ettore; Mastropietro, Alfonso; Scalco, Elisa; Vidiri, Antonello; Rizzo, Giovanna
Multi-steps registration protocol for multimodal MR images of hip skeletal muscles in a longitudinal study
2020 Fontana, L; Mastropietro, A; Scalco, E; Peruzzo, D; Beretta, E; Strazzer, S; Arrigoni, F; Rizzo, G
T2w-MRI signal normalization affects radiomics features reproducibility.
2020 Scalco, Elisa; Belfatto, Antonella; Mastropietro, Alfonso; Rancati, Tiziana; Avuzzi, Barbara; Messina, Antonella; Valdagni, Riccardo; Rizzo, Giovanna
A conditional autoregressive model for estimating slow and fast diffusion from magnetic resonance images
2019 Lanzarone, ; Ettore, ; Scalco, Elisa; Scalco, Elisa; Mastropietro, Alfonso; Mastropietro, Alfonso; Marzi, ; Simona, ; Rizzo, Giovanna; Rizzo, Giovanna
A new Probabilistic Active Contour region-based method for multiclass medical image segmentation.
2019 R ArceSantana, Edgar; R MejiaRodriguez, Aldo; Martinezpena, Enrique; Alba, Alfonso; Mendez, Martin; Scalco, Elisa; Mastropietro, Alfonso; Rizzo, Giovanna
Dose-dependent changes in T2w-MRI texture of obturator muscles after prostate cancer radiotherapy
2019 Scalco, E.; Rancati, T.; Mastropietro, A.; Cicchetti, A.; Avuzzi, B.; Valdagni, R.; Rizzo, G.
EP-2022 Dose-dependent changes in Tw-MRI texture of obturator muscles after prostate cancer radiotherapy
2019 Scalco, E; Rancati, T; Mastropietro, A; Cicchetti, A; Avuzzi, B; Valdagni, R; Rizzo, Giovanna; G,
The mHealth
2019 Paglialonga, A; Mastropietro, A; Scalco, E; Rizzo, G
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Genetic Programming Approach to Radiomic-Based Feature Construction for Survival Prediction in Non-Small Cell Lung Cancer | 1-gen-2024 | Scalco, Elisa; Gómez-Flores, Wilfrido; Rizzo, Giovanna | |
| Positional contrastive learning for improved thigh muscle segmentation in MR images | 1-gen-2024 | Casali, Nicola; Scalco, Elisa; Taccogna, Maria Giovanna; Lauretani, Fulvio; Porcelli, Simone; Ciuni, Andrea; Mastropietro, Alfonso; Rizzo, Giovanna | |
| Radiomic reliability assessed on anatomical and diffusion MRI in Autosomal Dominant Polycystic Kidney Disease (ADPKD) patient | 1-gen-2024 | Lussana, Francesca; Lanzarone, Ettore; Villa, Giulia; Mastropietro, Alfonso; Caroli, Anna; Scalco, Elisa | |
| The impact of segmentation uncertainty on radiomics reproducibility to segmentation and acquisition variability in kidney MRI | 1-gen-2024 | Damiano, Rossella; Lussana, Francesca; Villa, Giulia; Caroli, Anna; Lanzarone, Ettore; Scalco, Elisa | |
| Uncertainty quantification in multi‐class segmentation: Comparison between Bayesian and non‐Bayesian approaches in a clinical perspective | 1-gen-2024 | Scalco, Elisa; Pozzi, Silvia; Rizzo, Giovanna; Lanzarone, Ettore | |
| The quantification of IntraVoxel incoherent motion - MRI maps cannot preserve texture information: An evaluation based on simulated and in-vivo images | 1-gen-2023 | Scalco, Elisa; Rizzo, Giovanna; Mastropietro, Alfonso | |
| A Clustering Approach to Improve IntraVoxel Incoherent Motion Maps from DW-MRI Using Conditional Auto-Regressive Bayesian Model | 1-gen-2022 | Scalco, Elisa; Mastropietro, Alfonso; Rizzo, Giovanna; Lanzarone, Ettore | |
| A supervised deep neural network approach with standardized targets for enhanced accuracy of IVIM parameter estimation from multi-SNR images | 1-gen-2022 | Mastropietro, Alfonso; Procissi, Daniel; Scalco, Elisa; Rizzo, Giovanna; Bertolino, Nicola | |
| Automatic Feature Construction Based on Genetic Programming for Survival Prediction in Lung Cancer Using CT Images | 1-gen-2022 | Scalco, Elisa; Scalco, Elisa; Rizzo, Giovanna; Rizzo, Giovanna; Gomezflores, ; Wilfrido, | |
| The stability of oncologic MRI radiomic features and the potential role of deep learning: a review | 1-gen-2022 | Scalco, Elisa; Rizzo, Giovanna; Mastropietro, Alfonso | |
| A Multi-Variate framework to assess reliability and discrimination power of Bayesian estimation of Intravoxel Incoherent Motion parameters | 1-gen-2021 | Scalco, E; Mastropietro, A; Bodini, A; Marzi, S; Rizzo, G | |
| Theranostics in Boron Neutron Capture Therapy | 1-gen-2021 | AG Sauerwein, Wolfgang; Sancey, Lucie; Hey-Hawkins, Evamarie; Kellert, Martin; Panza, Luigi; Imperio, Daniela; Balcerzyk, Marcin; Rizzo, Giovanna; Scalco, Elisa; Herrmann, Ken; Mauri, PIETRO LUIGI; DE PALMA, Antonella; Wittig, Andrea | |
| A novel bayesian approach with conditional autoregressive specification for intravoxel incoherent motion diffusion-weighted MRI | 1-gen-2020 | Lanzarone, Ettore; Mastropietro, Alfonso; Scalco, Elisa; Vidiri, Antonello; Rizzo, Giovanna | |
| Multi-steps registration protocol for multimodal MR images of hip skeletal muscles in a longitudinal study | 1-gen-2020 | Fontana, L; Mastropietro, A; Scalco, E; Peruzzo, D; Beretta, E; Strazzer, S; Arrigoni, F; Rizzo, G | |
| T2w-MRI signal normalization affects radiomics features reproducibility. | 1-gen-2020 | Scalco, Elisa; Belfatto, Antonella; Mastropietro, Alfonso; Rancati, Tiziana; Avuzzi, Barbara; Messina, Antonella; Valdagni, Riccardo; Rizzo, Giovanna | |
| A conditional autoregressive model for estimating slow and fast diffusion from magnetic resonance images | 1-gen-2019 | Lanzarone, ; Ettore, ; Scalco, Elisa; Scalco, Elisa; Mastropietro, Alfonso; Mastropietro, Alfonso; Marzi, ; Simona, ; Rizzo, Giovanna; Rizzo, Giovanna | |
| A new Probabilistic Active Contour region-based method for multiclass medical image segmentation. | 1-gen-2019 | R ArceSantana, Edgar; R MejiaRodriguez, Aldo; Martinezpena, Enrique; Alba, Alfonso; Mendez, Martin; Scalco, Elisa; Mastropietro, Alfonso; Rizzo, Giovanna | |
| Dose-dependent changes in T2w-MRI texture of obturator muscles after prostate cancer radiotherapy | 1-gen-2019 | Scalco, E.; Rancati, T.; Mastropietro, A.; Cicchetti, A.; Avuzzi, B.; Valdagni, R.; Rizzo, G. | |
| EP-2022 Dose-dependent changes in Tw-MRI texture of obturator muscles after prostate cancer radiotherapy | 1-gen-2019 | Scalco, E; Rancati, T; Mastropietro, A; Cicchetti, A; Avuzzi, B; Valdagni, R; Rizzo, Giovanna; G, | |
| The mHealth | 1-gen-2019 | Paglialonga, A; Mastropietro, A; Scalco, E; Rizzo, G |