MIGLIORELLI, LUCIA
MIGLIORELLI, LUCIA
Dipartimento Ingegneria dell'Informazione
A 3D CNN for preterm-infants’ movement detection in NICUs from depth streams
2020-01-01 Migliorelli, Lucia; Moccia, Sara; Pio Cannata, Giuseppe; Galli, Alessia; Ercoli, Ilaria; Mandolini, Luigi; Carnielli, Virgilio; Frontoni, Emanuele
A Cloud-Based Healthcare Infrastructure for Neonatal Intensive-Care Units
2019-01-01 Migliorelli, Lucia; Cenci, Annalisa; Bernardini, Michele; Romeo, Luca; Moccia, Sara; Zingaretti, Primo
A Decision Support System for Diabetes Chronic Care Models based on General Practitioner engagement and EHR data sharing
2020-01-01 Frontoni, Emanuele; Romeo, Luca; Bernardini, Michele; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Ferri, Alessandro; Misericordia, Paolo; Mancini, Adriano; Zingaretti, Primo
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis
2023-01-01 Migliorelli, Lucia; Berardini, Daniele; Cela, Kevin; Coccia, Michela; Villani, Laura; Frontoni, Emanuele; Moccia, Sara
Accountable Deep Learning-Based Vision Systems for Preterm Infant Monitoring
2023-01-01 Migliorelli, Lucia; Tiribelli, Simona; Cacciatore, Alessandro; Giovanola, Benedetta; Frontoni, Emanuele; Moccia, Sara
Augmented microscopy for DNA damage quantification: A machine learning tool for environmental, medical and health sciences
2019-01-01 Bernardini, M.; Ferri, A.; Migliorelli, L.; Moccia, S.; Romeo, L.; Silvestri, S.; Tiano, L.; Mancini, A.
Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars
2022-01-01 Cantarini, Michela; Gabrielli, Leonardo; Migliorelli, Lucia; Mancini, Adriano; Squartini, Stefano
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation
2023-01-01 Carolina, Gonçalves; Lopes, João M.; Moccia, Sara; Berardini, Daniele; Migliorelli, Lucia; Santos, Cristina P.
Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic
2021-01-01 Casaccia, S.; Naccarelli, R.; Moccia, S.; Migliorelli, L.; Frontoni, E.; Revel, G. M.
Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach
2020-01-01 Berardini, Daniele; Migliorelli, Lucia; Moccia, Sara; Naldini, Marcello; Angelis, Gioia De; Frontoni, Emanuele
Generating depth images of preterm infants in given poses using GANs
2022-01-01 Cannata, Giuseppe Pio; Migliorelli, Lucia; Mancini, Adriano; Frontoni, Emanuele; Pietrini, Rocco; Moccia, Sara
Heartbeat detection by Laser Doppler Vibrometry and Machine Learning
2020-01-01 Antognoli, Luca; Moccia, Sara; Migliorelli, Lucia; Casaccia, Sara; Scalise, Lorenzo; Frontoni, Emanuele
Learning-Based Screening of Endothelial Dysfunction From Photoplethysmographic Signals
2019-01-01 Calamanti, Chiara; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Frontoni, Emanuele
MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes
2019-01-01 Migliorelli, Lucia; Moccia, Sara; Avellino, Ismaela; Fiorentino, Maria Chiara; Frontoni, Emanuele
Preterm infants' pose estimation with spatio-temporal features
2020-01-01 Moccia, Sara; Migliorelli, Lucia; Carnielli, Virgilio; Frontoni, Emanuele
Preterm infants’ limb-pose estimation from depth images using convolutional neural networks
2019-01-01 Moccia, Sara; Migliorelli, Lucia; Pietrini, Rocco; Frontoni, Emanuele
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?
2022-01-01 Cacciatore, Alessandro; Migliorelli, Lucia; Berardini, Daniele; Tiribelli, Simona; Pigliapoco, Stefano; Moccia, Sara
Supervised CNN Strategies for Optical Image Segmentation and Classification in Interventional Medicine
2020-01-01 Moccia, Sara; Romeo, Luca; Migliorelli, Lucia; Frontoni, Emanuele; Zingaretti, Primo
The babyPose dataset
2020-01-01 Migliorelli, L.; Moccia, S.; Pietrini, R.; Carnielli, V. P.; Frontoni, E.
Towards digital patient monitoring: deep learning methods for the analysis of multimedia data from the actual clinical practice
2022-03-04 Migliorelli, Lucia
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A 3D CNN for preterm-infants’ movement detection in NICUs from depth streams | 1-gen-2020 | Migliorelli, Lucia; Moccia, Sara; Pio Cannata, Giuseppe; Galli, Alessia; Ercoli, Ilaria; Mandolini, Luigi; Carnielli, Virgilio; Frontoni, Emanuele | |
| A Cloud-Based Healthcare Infrastructure for Neonatal Intensive-Care Units | 1-gen-2019 | Migliorelli, Lucia; Cenci, Annalisa; Bernardini, Michele; Romeo, Luca; Moccia, Sara; Zingaretti, Primo | |
| A Decision Support System for Diabetes Chronic Care Models based on General Practitioner engagement and EHR data sharing | 1-gen-2020 | Frontoni, Emanuele; Romeo, Luca; Bernardini, Michele; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Ferri, Alessandro; Misericordia, Paolo; Mancini, Adriano; Zingaretti, Primo | |
| A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis | 1-gen-2023 | Migliorelli, Lucia; Berardini, Daniele; Cela, Kevin; Coccia, Michela; Villani, Laura; Frontoni, Emanuele; Moccia, Sara | |
| Accountable Deep Learning-Based Vision Systems for Preterm Infant Monitoring | 1-gen-2023 | Migliorelli, Lucia; Tiribelli, Simona; Cacciatore, Alessandro; Giovanola, Benedetta; Frontoni, Emanuele; Moccia, Sara | |
| Augmented microscopy for DNA damage quantification: A machine learning tool for environmental, medical and health sciences | 1-gen-2019 | Bernardini, M.; Ferri, A.; Migliorelli, L.; Moccia, S.; Romeo, L.; Silvestri, S.; Tiano, L.; Mancini, A. | |
| Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars | 1-gen-2022 | Cantarini, Michela; Gabrielli, Leonardo; Migliorelli, Lucia; Mancini, Adriano; Squartini, Stefano | |
| Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation | 1-gen-2023 | Carolina, Gonçalves; Lopes, João M.; Moccia, Sara; Berardini, Daniele; Migliorelli, Lucia; Santos, Cristina P. | |
| Development of a measurement setup to detect the level of physical activity and social distancing of ageing people in a social garden during COVID-19 pandemic | 1-gen-2021 | Casaccia, S.; Naccarelli, R.; Moccia, S.; Migliorelli, L.; Frontoni, E.; Revel, G. M. | |
| Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach | 1-gen-2020 | Berardini, Daniele; Migliorelli, Lucia; Moccia, Sara; Naldini, Marcello; Angelis, Gioia De; Frontoni, Emanuele | |
| Generating depth images of preterm infants in given poses using GANs | 1-gen-2022 | Cannata, Giuseppe Pio; Migliorelli, Lucia; Mancini, Adriano; Frontoni, Emanuele; Pietrini, Rocco; Moccia, Sara | |
| Heartbeat detection by Laser Doppler Vibrometry and Machine Learning | 1-gen-2020 | Antognoli, Luca; Moccia, Sara; Migliorelli, Lucia; Casaccia, Sara; Scalise, Lorenzo; Frontoni, Emanuele | |
| Learning-Based Screening of Endothelial Dysfunction From Photoplethysmographic Signals | 1-gen-2019 | Calamanti, Chiara; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Frontoni, Emanuele | |
| MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes | 1-gen-2019 | Migliorelli, Lucia; Moccia, Sara; Avellino, Ismaela; Fiorentino, Maria Chiara; Frontoni, Emanuele | |
| Preterm infants' pose estimation with spatio-temporal features | 1-gen-2020 | Moccia, Sara; Migliorelli, Lucia; Carnielli, Virgilio; Frontoni, Emanuele | |
| Preterm infants’ limb-pose estimation from depth images using convolutional neural networks | 1-gen-2019 | Moccia, Sara; Migliorelli, Lucia; Pietrini, Rocco; Frontoni, Emanuele | |
| Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? | 1-gen-2022 | Cacciatore, Alessandro; Migliorelli, Lucia; Berardini, Daniele; Tiribelli, Simona; Pigliapoco, Stefano; Moccia, Sara | |
| Supervised CNN Strategies for Optical Image Segmentation and Classification in Interventional Medicine | 1-gen-2020 | Moccia, Sara; Romeo, Luca; Migliorelli, Lucia; Frontoni, Emanuele; Zingaretti, Primo | |
| The babyPose dataset | 1-gen-2020 | Migliorelli, L.; Moccia, S.; Pietrini, R.; Carnielli, V. P.; Frontoni, E. | |
| Towards digital patient monitoring: deep learning methods for the analysis of multimedia data from the actual clinical practice | 4-mar-2022 | Migliorelli, Lucia |