Sfoglia per Autore
A Multi-Stage GAN for Multi-Organ Chest X-ray Image Generation and Segmentation
2021-01-01 Ciano, Giorgio; Andreini, Paolo; Mazzierli, Tommaso; Bianchini, Monica; Scarselli, Franco
Complex Data: Learning Trustworthily, Automatically, and with Guarantees
2021-01-01 Oneto, Luca; Navarin, Nicolò; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Franco; Bianchini, Monica; Sperduti, Alessandro
Segmentation of Petri plate images for automatic reporting of urine culture tests
2021-01-01 Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco; Andreini, Paolo
Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI
2021-01-01 Rossi, Alberto; Hosseinzadeh, Matin; Bianchini, Monica; Scarselli, Franco; Huisman, Henkjan
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
A Study on the effects of recursive convolutional layers in convolutional neural networks
2021-01-01 Rossi, A.; Hagenbuchner, M.; Scarselli, F.; Tsoi, A. C.
On inductive-transductive learning with Graph Neural Networks
2021-01-01 Ciano, Giorgio; Rossi, Alberto; Bianchini, Monica; Scarselli, Franco
Smart gravimetric system based on Deep Learning for enhanced safety of accesses to public places
2021-01-01 Addabbo, Tommaso; Fort, Ada; Mugnaini, Marco; Vignoli, Valerio; Intravaia, Matteo; Tani, Marco; Bianchini, Monica; Scarselli, Franco; Toniella Corradini, Barbara
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
Robust Prostate Cancer Classification with Siamese Neural Networks
2020-01-01 Rossi, Alberto; 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
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.
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.
Weak supervision for generating pixel–level annotations in scene text segmentation
2020-01-01 Bonechi, Simone; Bianchini, Monica; Scarselli, Franco; Andreini, Paolo
Understanding Human Sleep Behaviour by Machine Learning
2019-01-01 Crivello, Antonino; Palumbo, Filippo; Barsocchi, Paolo; La Rosa, Davide; Scarselli, Franco; Bianchini, Monica
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
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.
The Vapnik–Chervonenkis dimension of graph and recursive neural networks
2018-01-01 Scarselli, Franco; Tsoi, Ah Chung; Hagenbuchner, Markus
Deep Neural Networks for Structured Data
2018-01-01 Bianchini, Monica; Dimitri, GIOVANNA MARIA; Maggini, Marco; Scarselli, Franco
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| A Multi-Stage GAN for Multi-Organ Chest X-ray Image Generation and Segmentation | 1-gen-2021 | Ciano, Giorgio; Andreini, Paolo; Mazzierli, Tommaso; Bianchini, Monica; Scarselli, Franco | - | |
| Complex Data: Learning Trustworthily, Automatically, and with Guarantees | 1-gen-2021 | Oneto, Luca; Navarin, Nicolò; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Franco; Bianchini, Monica; Sperduti, Alessandro | - | |
| Segmentation of Petri plate images for automatic reporting of urine culture tests | 1-gen-2021 | Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco; Andreini, Paolo | - | |
| Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI | 1-gen-2021 | Rossi, Alberto; Hosseinzadeh, Matin; Bianchini, Monica; Scarselli, Franco; Huisman, Henkjan | - | |
| 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 | - | |
| A Study on the effects of recursive convolutional layers in convolutional neural networks | 1-gen-2021 | Rossi, A.; Hagenbuchner, M.; Scarselli, F.; Tsoi, A. C. | - | |
| On inductive-transductive learning with Graph Neural Networks | 1-gen-2021 | Ciano, Giorgio; Rossi, Alberto; Bianchini, Monica; Scarselli, Franco | - | |
| Smart gravimetric system based on Deep Learning for enhanced safety of accesses to public places | 1-gen-2021 | Addabbo, Tommaso; Fort, Ada; Mugnaini, Marco; Vignoli, Valerio; Intravaia, Matteo; Tani, Marco; Bianchini, Monica; Scarselli, Franco; Toniella Corradini, Barbara | - | |
| 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 | - | |
| Robust Prostate Cancer Classification with Siamese Neural Networks | 1-gen-2020 | Rossi, Alberto; 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 | - | |
| 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. | - | |
| 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. | - | |
| Weak supervision for generating pixel–level annotations in scene text segmentation | 1-gen-2020 | Bonechi, Simone; Bianchini, Monica; Scarselli, Franco; Andreini, Paolo | - | |
| Understanding Human Sleep Behaviour by Machine Learning | 1-gen-2019 | Crivello, Antonino; Palumbo, Filippo; Barsocchi, Paolo; La Rosa, Davide; Scarselli, Franco; Bianchini, Monica | - | |
| 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 | - | |
| 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. | - | |
| The Vapnik–Chervonenkis dimension of graph and recursive neural networks | 1-gen-2018 | Scarselli, Franco; Tsoi, Ah Chung; Hagenbuchner, Markus | - | |
| Deep Neural Networks for Structured Data | 1-gen-2018 | Bianchini, Monica; Dimitri, GIOVANNA MARIA; Maggini, Marco; Scarselli, Franco | - |
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