BONECHI, SIMONE
BONECHI, SIMONE
Dipartimento di Scienze Sociali, Politiche e Cognitive
A deep learning approach to bacterial colony segmentation
2018-01-01 Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco
A new deep learning approach integrated with clinical data for the dermoscopic differentiation of early melanomas from atypical nevi
2021-01-01 Tognetti, Linda; Bonechi, Simone; Andreini, Paolo; Bianchini, Monica; Scarselli, Franco; Cevenini, Gabriele; Moscarella, Elvira; Farnetani, Francesca; Longo, Caterina; Lallas, Aimilios; Carrera, Cristina; Puig, Susana; Tiodorovic, Danica; Luc Perrot, Jean; Pellacani, Giovanni; Argenziano, Giuseppe; Cinotti, Elisa; Cataldo, Gennaro; Balistreri, Alberto; Mecocci, Alessandro; Gori, Marco; Rubegni, Pietro; Cartocci, Alessandra
A Two-Stage GAN for High-Resolution Retinal Image Generation and Segmentation
2022-01-01 Andreini, Paolo; Ciano, Giorgio; Bonechi, Simone; Graziani, Caterina; Lachi, Veronica; Mecocci, Alessandro; Sodi, Andrea; Scarselli, Franco; Bianchini, Monica
A weakly supervised approach to skin lesion segmentation
2022-01-01 Bonechi, Simone
ABLE: An Automated Bacterial Load Estimator for the urinoculture screening
2016-01-01 Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Garzelli, Andrea; Mecocci, Alessandro
Analysis of brain NMR images for age estimation with deep learning
2019-01-01 Rossi, Alberto; Vannuccini, Gioele; Andreini, Paolo; Bonechi, Simone; Giacomini, Giorgia; Scarselli, Franco; Bianchini, Monica
Automatic Image Analysis and Classification for Urinary Bacteria Infection Screening
2015-01-01 Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Di Massa, Vincenzo
Automatic image classification for the urinoculture screening
2015-01-01 Andreini, P.; Bonechi, S.; Bianchini, M.; Mecocci, A.; Di Massa, V.
Automatic image classification for the urinoculture screening
2016-01-01 Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Garzelli, Andrea; Mecocci, Alessandro
COCO_TS Dataset: Pixel–Level Annotations Based on Weak Supervision for Scene Text Segmentation
2019-01-01 Bonechi, Simone; Andreini, Paolo; Bianchini, Monica; Scarselli, Franco
Confidence measures for deep learning in domain adaptation
2019-01-01 Bonechi, S.; Andreini, P.; Bianchini, M.; Pai, A.; Scarselli, F.
Deep Learning Approaches for mice glomeruli segmentation
2022-01-01 Meconcelli, Duccio; Bonechi, Simone; Dimitri, Giovanna Maria
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.
Deep learning techniques for dragonfly action recognition
2020-01-01 Monaci, M.; Pancino, N.; Andreini, P.; Bonechi, S.; Bongini, P.; Rossi, A.; Ciano, G.; Giacomini, G.; Scarselli, F.; Bianchini, M.
Extraction of high level visual features for the automatic recognition of UTIs
2017-01-01 Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Baghini, Andrea; Bianchi, Giovanni; Guerri, Francesco; Galano, Angelo; Mecocci, Alessandro; Vaggelli, Guendalina
From Pixels to Diagnosis: AI-Driven Skin Lesion Recognition
2023-01-01 Bianchini, M.; Andreini, P.; Bonechi, S.
Fusion of Visual and Anamnestic Data for the Classification of Skin Lesions with Deep Learning
2019-01-01 Bonechi, Simone; Bianchini, Monica; Bongini, Pietro; Ciano, Giorgio; Giacomini, Giorgia; Rosai, Riccardo; Tognetti, Linda; Rossi, Alberto; Andreini, Paolo
Generating Bounding Box Supervision for Semantic Segmentation with Deep Learning
2018-01-01 Bonechi, Simone; Andreini, Paolo; Bianchini, Monica; Scarselli, Franco
Graph Neural Networks for the Prediction of Protein–Protein Interfaces
2020-01-01 Pancino, Niccolò; Rossi, Alberto; Ciano, Giorgio; Giacomini, Giorgia; Bonechi, Simone; Andreini, Paolo; Scarselli, Franco; Bianchini, Monica; Bongini, Pietro
Image generation by GAN and style transfer for agar plate image segmentation
2020-01-01 Andreini, P.; Bonechi, S.; Bianchini, M.; Mecocci, A.; Scarselli, F.
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| A deep learning approach to bacterial colony segmentation | 1-gen-2018 | Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco | - | |
| A new deep learning approach integrated with clinical data for the dermoscopic differentiation of early melanomas from atypical nevi | 1-gen-2021 | Tognetti, Linda; Bonechi, Simone; Andreini, Paolo; Bianchini, Monica; Scarselli, Franco; Cevenini, Gabriele; Moscarella, Elvira; Farnetani, Francesca; Longo, Caterina; Lallas, Aimilios; Carrera, Cristina; Puig, Susana; Tiodorovic, Danica; Luc Perrot, Jean; Pellacani, Giovanni; Argenziano, Giuseppe; Cinotti, Elisa; Cataldo, Gennaro; Balistreri, Alberto; Mecocci, Alessandro; Gori, Marco; Rubegni, Pietro; Cartocci, Alessandra | - | |
| A Two-Stage GAN for High-Resolution Retinal Image Generation and Segmentation | 1-gen-2022 | Andreini, Paolo; Ciano, Giorgio; Bonechi, Simone; Graziani, Caterina; Lachi, Veronica; Mecocci, Alessandro; Sodi, Andrea; Scarselli, Franco; Bianchini, Monica | - | |
| A weakly supervised approach to skin lesion segmentation | 1-gen-2022 | Bonechi, Simone | - | |
| ABLE: An Automated Bacterial Load Estimator for the urinoculture screening | 1-gen-2016 | Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Garzelli, Andrea; Mecocci, Alessandro | - | |
| Analysis of brain NMR images for age estimation with deep learning | 1-gen-2019 | Rossi, Alberto; Vannuccini, Gioele; Andreini, Paolo; Bonechi, Simone; Giacomini, Giorgia; Scarselli, Franco; Bianchini, Monica | - | |
| Automatic Image Analysis and Classification for Urinary Bacteria Infection Screening | 1-gen-2015 | Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Di Massa, Vincenzo | - | |
| Automatic image classification for the urinoculture screening | 1-gen-2015 | Andreini, P.; Bonechi, S.; Bianchini, M.; Mecocci, A.; Di Massa, V. | - | |
| Automatic image classification for the urinoculture screening | 1-gen-2016 | Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Garzelli, Andrea; Mecocci, Alessandro | - | |
| COCO_TS Dataset: Pixel–Level Annotations Based on Weak Supervision for Scene Text Segmentation | 1-gen-2019 | Bonechi, Simone; Andreini, Paolo; Bianchini, Monica; Scarselli, Franco | - | |
| Confidence measures for deep learning in domain adaptation | 1-gen-2019 | Bonechi, S.; Andreini, P.; Bianchini, M.; Pai, A.; Scarselli, F. | - | |
| Deep Learning Approaches for mice glomeruli segmentation | 1-gen-2022 | Meconcelli, Duccio; Bonechi, Simone; Dimitri, Giovanna Maria | - | |
| 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. | - | |
| Deep learning techniques for dragonfly action recognition | 1-gen-2020 | Monaci, M.; Pancino, N.; Andreini, P.; Bonechi, S.; Bongini, P.; Rossi, A.; Ciano, G.; Giacomini, G.; Scarselli, F.; Bianchini, M. | - | |
| Extraction of high level visual features for the automatic recognition of UTIs | 1-gen-2017 | Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Baghini, Andrea; Bianchi, Giovanni; Guerri, Francesco; Galano, Angelo; Mecocci, Alessandro; Vaggelli, Guendalina | - | |
| From Pixels to Diagnosis: AI-Driven Skin Lesion Recognition | 1-gen-2023 | Bianchini, M.; Andreini, P.; Bonechi, S. | - | |
| Fusion of Visual and Anamnestic Data for the Classification of Skin Lesions with Deep Learning | 1-gen-2019 | Bonechi, Simone; Bianchini, Monica; Bongini, Pietro; Ciano, Giorgio; Giacomini, Giorgia; Rosai, Riccardo; Tognetti, Linda; Rossi, Alberto; Andreini, Paolo | - | |
| Generating Bounding Box Supervision for Semantic Segmentation with Deep Learning | 1-gen-2018 | Bonechi, Simone; Andreini, Paolo; Bianchini, Monica; Scarselli, Franco | - | |
| Graph Neural Networks for the Prediction of Protein–Protein Interfaces | 1-gen-2020 | Pancino, Niccolò; Rossi, Alberto; Ciano, Giorgio; Giacomini, Giorgia; Bonechi, Simone; Andreini, Paolo; Scarselli, Franco; Bianchini, Monica; Bongini, Pietro | - | |
| Image generation by GAN and style transfer for agar plate image segmentation | 1-gen-2020 | Andreini, P.; Bonechi, S.; Bianchini, M.; Mecocci, A.; Scarselli, F. | - |