The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence

Authors: Valenza, Gaetano, Alcaniz, Mariano, Alfeo, Antonio Luca, Bianchi, Matteo, Carli, Vladimir, Catrambone, Vincenzo, Cimino, Mario CGA, Dudnik, Gabriela, Duggento, Andrea, Ferrante, Matteo, Gentili, Claudio, Guixeres, Jaime, Rossi, Simone, Toschi, Nicola, van Wassenhove, Virginie

Source: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2023 IEEE International Conference on. :757-762 Oct, 2023

Relation: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)

Spatiotemporal Learning of Dynamic Positron Emission Tomography Data Improves Diagnostic Accuracy in Breast Cancer

Authors: Inglese, M., Ferrante, M., Duggento, A., Boccato, T., Toschi, N.

Source: IEEE Transactions on Radiation and Plasma Medical Sciences IEEE Trans. Radiat. Plasma Med. Sci. Radiation and Plasma Medical Sciences, IEEE Transactions on. 7(6):630-637 Jul, 2023

Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer

Authors: Inglese, Marianna, Duggento, Andrea, Boccato, Tommaso, Ferrante, Matteo, Toschi, Nicola

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :186-189 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Physically constrained neural networks for inferring physiological system models

Authors: Ferrante, Matteo, Duggento, Andrea, Toschi, Nicola

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :148-151 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Classification of real-world pathological phonocardiograms through multi-instance learning

Authors: Duggento, Andrea, Conti, Allegra, Guerrisi, Maria, Toschi, Nicola

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :771-774 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Beyond Multilayer Perceptrons: Investigating Complex Topologies in Neural Networks

Authors: Boccato, Tommaso, Ferrante, Matteo, Duggento, Andrea, Toschi, Nicola

Subject Terms: Computer Science - Neural and Evolutionary Computing, Condensed Matter - Disordered Systems and Neural Networks, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.17925

Multimodal and multicontrast image fusion via deep generative models

Authors: Dimitri, Giovanna Maria, Spasov, Simeon, Duggento, Andrea, Passamonti, Luca, Li`o, Pietro, Toschi, Nicola

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.15963

Unsupervised stratification in neuroimaging through deep latent embeddings

Authors: Dimitri, G.M., Spasov, S., Duggento, A., Passamonti, L., Lio, P., Toschi, N.

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :1568-1571 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society

Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration

Authors: Conti, Allegra, Akeju, Oluwaseun, Duggento, Andrea, Chamadia, Shubham, Barbieri, Riccardo, Toschi, Nicola

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :2921-2924 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society

VAESim: A probabilistic approach for self-supervised prototype discovery

Authors: Ferrante, Matteo, Boccato, Tommaso, Spasov, Simeon, Duggento, Andrea, Toschi, Nicola

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2209.12279

Contrastive learning for unsupervised medical image clustering and reconstruction

Authors: Ferrante, Matteo, Boccato, Tommaso, Spasov, Simeon, Duggento, Andrea, Toschi, Nicola

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2209.12005

Physically constrained neural networks to solve the inverse problem for neuron models

Authors: Ferrante, Matteo, Duggento, Andera, Toschi, Nicola

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2209.11998

4Ward: a Relayering Strategy for Efficient Training of Arbitrarily Complex Directed Acyclic Graphs

Authors: Boccato, Tommaso, Ferrante, Matteo, Duggento, Andrea, Toschi, Nicola

Subject Terms: Computer Science - Neural and Evolutionary Computing, Condensed Matter - Disordered Systems and Neural Networks

Access URL: http://arxiv.org/abs/2209.02037

An intertwined neural network model for EEG classification in brain-computer interfaces

Authors: Duggento, Andrea, De Lorenzo, Mario, Bargione, Stefano, Conti, Allegra, Catrambone, Vincenzo, Valenza, Gaetano, Toschi, Nicola

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2208.08860

Recurrent neural networks for reconstructing complex directed brain connectivity

Authors: Duggento, Andrea, Guerrisi, Maria, Toschi, Nicola

Source: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2019 41st Annual International Conference of the IEEE. :6418-6421 Jul, 2019

Relation: 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A random initialization deep neural network for discriminating malignant breast cancer lesions

Authors: Duggento, Andrea, Scimeca, Manuel, Urbano, Nicoletta, Bonanno, Elena, Aiello, Marco, Cavaliere, Carlo, Cascella, Giuseppe L., Cascella, Davide, Conte, Giovanni, Guerrisi, Maria, Toschi, Nicola

Source: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2019 41st Annual International Conference of the IEEE. :912-915 Jul, 2019

Relation: 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Resting State Neural Correlates of Cardiac Sympathetic Dynamics in Healthy Subjects

Authors: Valenza, G, Duggento, A., Passamonti, L., Toschi, N, Barbieri, R

Source: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2019 41st Annual International Conference of the IEEE. :4330-4333 Jul, 2019

Relation: 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A Multi-modal Convolutional Neural Network Framework for the Prediction of Alzheimer’s Disease

Authors: Spasov, Simeon E., Passamonti, Luca, Duggento, Andrea, Lio, Pietro, Toschi, Nicola

Source: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) IEEE Engineering in Medicine and Biology Society (EMBC), 2018 40th Annual International Conference of the. :1271-1274 Jul, 2018

Relation: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

A realistic neuronal network and neurovascular coupling model for the study of multivariate directed connectivity in fMRI data

Authors: Duggento, Andrea, Passamonti, Luca, Guerrisi, Maria, Toschi, Nicola

Source: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) IEEE Engineering in Medicine and Biology Society (EMBC), 2018 40th Annual International Conference of the. :5537-5540 Jul, 2018

Relation: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Exploring Demographic and Clinical Characteristics of Racially and Ethnically Diverse Youth With Eating Disorders Using California Medicaid Claims Data

Authors: Accurso, Erin C. ^{a, ∗}, Cordell, Kate Duggento ^{b, c, d}, Guydish, Joseph ^e, Snowden, Lonnie R. ^f

Source: In Journal of the American Academy of Child & Adolescent Psychiatry June 2024 63(6):615-623