Pubblicazioni

Accuracy of a deep neural network for automated pulmonary embolism detection on dedicated CT pulmonary angiograms

2025 - EUROPEAN JOURNAL OF RADIOLOGY
Zsarnoczay, Emese; Rapaka, Saikiran; Schoepf, U Joseph; Gnasso, Chiara; Vecsey-Nagy, Milan; Todoran, Thomas M; Hagar, Muhammad Taha; Kravchenko, Dmitrij; Tremamunno, Giuseppe; Griffith, Joseph Parkwood; Fink, Nicola; Derrick, Sydney; Bowman, Meredith; Sam, Henry; Tiller, Mikayla; Godoy, Kathleen; Condrea, Florin; Sharma, Puneet; O'Doherty, Jim; Maurovich-Horvat, Pal; Emrich, Tilman; Varga-Szemes, Akos

Differential effects of intrinsic properties of natural scenes and interference mechanisms on recognition processes in long-term visual memory

2024 - COGNITIVE PROCESSING
Mikhailova, Anastasiia; Lightfoot, Sophie; Santos-Victor, José; Coco, Moreno I.

Transfer learning for Renaissance illuminated manuscripts: starting a journey from classification to interpretation

2024 - Proceedings of the 3rd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024)
Minisini, Valeria; Gosti, Giorgio; Fanini, Bruno

Analysis of logic schemes for the optical implementation of pointwise operations in gated recurrent unit cells

2023 - Sensors and Microsystems
Alam, Badrul; Ceschini, Andrea; Rosato, Antonello; Panella, Massimo; Asquini, Rita

An adaptive embedding procedure for time series forecasting with deep neural networks

2023 - NEURAL NETWORKS
Succetti, F.; Rosato, A.; Panella, M.

A multimodal deep network for the reconstruction of T2W MR images

2021 - Progresses in Artificial Intelligence and Neural Systems
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A.

A wide multimodal dense U-net for fast magnetic resonance imaging

2021 - European signal processing conference
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A.

A machine learning approach for forecasting hierarchical time series

2021 - EXPERT SYSTEMS WITH APPLICATIONS
Mancuso, P.; Piccialli, V.; Sudoso, A. M.

Improving non-intrusive load disaggregation through an attention-based deep neural network

2021 - ENERGIES
Piccialli, V.; Sudoso, A. M.

Lessons from past hazardous events: data analytics for severity prediction

2020 - Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference
Paltrinieri, Nicola; Patriarca, Riccardo; Pacevicius, Michael; Salvo Rossi, Pierluigi

A deep learning strategy for on‑orbit servicing via space robotic manipulator

2019 - AEROTECNICA MISSILI E SPAZIO
Stolfi, Angelo; Angeletti, Federica; Gasbarri, Paolo; Panella, Massimo

A deep learning strategy for on-orbit servicing via space robotic manipulator

2019 - Proceedings of XXV International Congress of Aeronautics and Astronautics (2019)
Stolfi, Angelo; Angeletti, Federica; Gasbarri, Paolo; Panella, Massimo

A multimodal dense U-Net for accelerating multiple sclerosis MRI

2019 - IEEE International Workshop on Machine Learning for Signal Processing, MLSP
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A.

Multivariate prediction in photovoltaic power plants by a stacked deep neural network

2019 - 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings
Rosato, A.; Araneo, R.; Panella, M.

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