Sfoglia per Autore
Novel EEG-based signatures of brain connectivity for imagined speech
2026-01-01 Iacomi, Francesco; Moroni, Matilde; Mainardi, Luca; Barbieri, Riccardo
Explainable self-supervised learning unveils neurophysiological signatures of proficiency in imagined speech
2026-01-01 Iacomi, Francesco; Farabbi, Andrea; Mainardi, Luca; Barbieri, Riccardo
A Novel Imagined Speech Paradigm: Word Classification from Neurophysiological Signals
2026-01-01 Iacomi, Francesco; Farabbi, Andrea; Mollura, Maximiliano; Polo, Edoardo Maria; Barbieri, Riccardo; Mainardi, Luca
Generalist models in medical image segmentation: A survey and performance comparison with task-specific approaches
2026-01-01 Moglia, A.; Leccardi, M.; Cavicchioli, M.; Maccarini, A.; Marcon, Marco; Mainardi, L.; Cerveri, P.
MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Observation and Localization in CT Images
2026-01-01 Moglia, A.; Nastasio, E. C.; Mainardi, L.; Cerveri, P.
Eyewear-Based ECG Recording: A Novel Head-Electrode Approach for Reliable Cardiac Signal Acquisition
2025-01-01 Palmisciano, Andrea Costanzo; Rossi, Matteo; Farabbi, Andrea; Antonello, Niccolò; Trojaniello, Diana; Ongarello, Tommaso; Cerveri, Pietro; Mainardi, Luca
Advancements in Wearable EEG Technology: Electrode Characterization and Signal Quality Assessment
2025-01-01 Farabbi, Andrea; Palmisciano, Andrea; Rossi, Matteo; Antonello, Niccolò; Trojaniello, Diana; Ongarello, Tommaso; Cerveri, Pietro; Mainardi, Luca
Finger-to-Chest Style Transfer-Assisted Deep Learning Method for Photoplethysmogram Waveform Restoration With Timing Preservation
2025-01-01 Pagotto, Sara Maria; Tognoni, Federico; Rossi, Matteo; Bovio, Dario; Salito, Caterina; Mainardi, Luca; Cerveri, Pietro
Cascade learning in multi-task encoder–decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans
2025-01-01 Marsilio, Luca; Marzorati, Davide; Rossi, Matteo; Moglia, Andrea; Mainardi, Luca; Manzotti, Alfonso; Cerveri, Pietro
A feasibility study of an eyewear prototype for detecting head-ECG
2025-01-01 Rossi, Matteo; Palmisciano, A. C.; Farabbi, A.; Antonello, N.; Trojaniello, D.; Ongarello, T.; Cerveri, P.; Mainardi, L.
Deep learning for automated segmentation of central cartilage tumors on MRI
2025-01-01 Gitto, Salvatore; Corti, Anna; Van Langevelde, Kirsten; Navas Cañete, Ana; Cincotta, Antonino; Messina, Carmelo; Albano, Domenico; Vignaga, Carlotta; Ferrari, Laura; Mainardi, Luca; Corino, Valentina D A; Sconfienza, Luca Maria
Interplay between MRI radiomics and immune gene expression signatures in oral squamous cell carcinoma
2025-01-01 Corti, Anna; Lenoci, Deborah; Corino, Valentina D A; Mattavelli, Davide; Ravanelli, Marco; Poli, Tito; Cavalieri, Stefano; Licitra, Lisa; De Cecco, Loris; Mainardi, Luca
ECG-Based Screening of Chagas Disease Using Deep Residual Networks and Feature-Based Machine Learning
2025-01-01 Taconne, Marion; Magni, Stefano; Drudi, Cristian; Maria Pagotto, Sara; Corino, Valentina; Cerveri, Pietro; Maria Maddalena Bianchi, Anna; Barbieri, Riccardo; Mainardi, Luca
HEAD-MOUNTABLE DEVICE, ELECTROENCEPHALOGRAM SIGNAL DETECTION SYSTEM AND SELECTION PROCESS FOR SELECTING ONE OR MORE OPTIMAL SENSING ELECTRODE OF AN ELECTROENCEPHALOGRAM SIGNAL DETECTION SYSTEM
2025-01-01 Farabbi, A.; Mainardi, L.; Cerveri, P.; Rossi, M.; Palmisciano, A. C.
Predicting vulnerable coronary arteries: A combined radiomics-biomechanics approach
2025-01-01 Corti, A.; Stefanati, M.; Leccardi, M.; De Filippo, O.; Depaoli, A.; Cerveri, P.; Migliavacca, F.; Corino, V.; Rodriguez Matas, J. F.; Mainardi, L.; Dubini, G.
Transfer Learning on a Deep Learning Approach to Optimize Laryngeal Cancer Detection on Endoscopic Images
2025-01-01 Wang, Haiyang; Mainardi, Luca
Development of an Explainable-AI Enabled Decision Support System for Improved Risk Assessment of Atrial Fibrillation in Cardiac Patients during Hospital Stay
2025-01-01 Torquati, Miriana C.; Bulloni, Matteo; Taconné, Marion; Moreno-Sánchez, Pedro A.; Kallonen, Antti; Vehkaoja, Antti; Lyytikäinen, Leo-Pekka; Pattini, Linda; Corino, Valentina; Werba, Pablo; Rurali, Erica; Brukamp, Kirsten; Tirschmann, Felix; Mainardi, Luca; Van Gils, Mark
An ECG-Based Model for Left Ventricular Hypertrophy Detection: A Machine Learning Approach
2025-01-01 Taconné, Marion; Corino, Valentina; Mainardi, Luca
Editorial: Machine-learning/deep-learning methods in neuromarketing and consumer neuroscience
2025-01-01 Bilucaglia, Marco; Mainardi, Luca; Ramsøy, Thomas Zoëga; Zak, Paul J.; Zito, Margherita; Russo, Vincenzo
Leveraging Self-supervised Pretraining Using Transformers for Enhanced Lung Nodule Detection in CT Scans
2025-01-01 Liu, Jiaying; Ma, Qi; Corti, Anna; Corino, Valentina.; Mainardi, Luca; Konukoglu, Ender
New Echocardiographic Risk Score for HCM Patients Follow-up
2025-01-01 Taconne, Marion; Corino, Valentina; Del Franco, Annamaria; Insinna, Eleonora; Cerveri, Pietro; Olivotto, Iacopo; Mainardi, Luca
Three-Dimensional Sparse Random Mode Decomposition for Mode Disentangling with Crossover Instantaneous Frequencies
2025-01-01 Luo, C.; Chen, T.; Su, H.; Mainardi, L.; Xie, L.
Cardiac Arrhythmia Detection Leveraging Deep Learning Convolutional Neural Network
2025-01-01 Botvidsson, Jakob; Mainardi, Luca; Corino, Valentina
Effective 12-Lead ECG Reconstruction from Minimal Lead Sets Using Deep Learning for Advanced Wearable Systems
2025-01-01 Pagotto, S. M.; Farabbi, A.; Latino, F.; Romero, I.; Cerveri, P.; Mainardi, L.
Capacitive sensing for facial expression recognition and beyond: Materials, architectures, and wearable applications
2025-01-01 Krishnan, Athul; Rossi, Matteo; Latino, Francesco; Palmisciano, Andrea Costanzo; Farabbi, Andrea; Melloni, Filippo; Trojaniello, Diana; Mainardi, Luca; Cerveri, Pietro
Optimized AI-based neural decoding from BOLD fMRI signal for analyzing visual and semantic ROIs in the human visual system
2025-01-01 Veronese, L.; Moglia, A.; Pecco, N.; Anthony Della Rosa, P.; Scifo, P.; Mainardi, L.; Cerveri, P.
LocNeXt: Fast Automatic ConvNeXt-based Coronary Ostia Landmarks Detection in 3D CCTA Images
2025-01-01 Leccardi, Matteo; Marcon, Marco; Corino, Valentina.; Mainardi, Luca; Cerveri, Pietro
Evaluation of Autonomic Responses to the Urban Environment Through Traditional Methodologies and Autoencoding Networks
2025-01-01 Maninetti, Chiara; Laureanti, Rita; Piga, Barbara.; Rainisio, Nicola; Boffi, Marco; Stancato, Gabriele; Mainardi, Luca; Barbieri, Riccardo
Extraction of Risk Markers from ECG in Patients with Hypertrophic Cardiomyopathy
2025-01-01 Taconné, Marion; Corino, Valentina; Melot, Alex; Al Wazzan, Adrien; Donal, Erwan; Cerveri, Pietro; Mainardi, Luca
Deep learning for pancreas segmentation on computed tomography: a systematic review
2025-01-01 Moglia, A.; Cavicchioli, M.; Mainardi, L.; Cerveri, P.
A Two-Stage Deep Learning Approach for EEG Artifact Removal and Classification: Towards Reliable Wearable Applications
2025-01-01 Farabbi, A.; Ballabio, F.; Rossi, M.; Palmisciano, A. C.; Antonello, N.; Trojaniello, D.; Ongarello, T.; Cerveri, P.; Mainardi, L.
Three-dimensional sparse random mode decomposition: From theory to application
2025-01-01 Luo, Chen; Chen, Tao; Su, Hongye; Mainardi, Luca; Xie, Lei
Assessment of Clinical and Neurological Alterations Before Radiation Therapy in Children With Malignant Brain Tumours
2025-01-01 Lecchi, M.; Erbetta, A.; Grampa, P.; Cavatorta, C.; Meroni, S.; Nigri, A.; Spreafico, F.; Pecori, E.; Oprandi, M. C.; Biassoni, V.; Schiavello, E.; Peruzzo, D.; Laureanti, R.; Mainardi, L.; Vennarini, S.; Poggi, G.; Nigro, O.; Verderio, P.; Pignoli, E.; Massimino, M.
Artificial intelligence applications in hypertrophic cardiomyopathy: turns and loopholes
2025-01-01 Panichella, Giorgia; Garofalo, Manuel; Sasso, Laura; Milazzo, Alessandra; Fornaro, Alessandra; Pioner, Josè Manuel; Bueno-Orovio, Alfonso; Van Gils, Mark; Koivu, Annariina; Mainardi, Luca; Le Rolle, Virginie; Agakov, Felix; Pieroni, Maurizio; Aalto-Setälä, Katriina; Hyttinen, Jari; Olivotto, Iacopo; Del Franco, Annamaria
An integrative psychophysiological approach for emotional assessment in outdoor urban settings
2025-01-01 Maninetti, Chiara; Laureanti, Rita; Piga, Barbara; Rainisio, Nicola; Boffi, Marco; Stancato, Gabriele; Mainardi, Luca; Barbieri, Riccardo
OPERATION OF IMPLANTABLE MEDICAL DEVICE SYSTEM TO DETERMINE ATRIAL FIBRILLATION RECURRENCE LIKELIHOOD
2024-01-01 SAIZ VIVO, Javier; DE MELIS, Mirko; Corino, Valentina; Mainardi, Luca; MARTIN YEBRA, Alba; Sornmo, Leif
Metodo per calcolare una o più isoviste di un ambiente fisico o di realtà estesa
2024-01-01 Piga, BARBARA ESTER ADELE; Stancato, Gabriele; Mainardi, Luca; Barbieri, Riccardo; Rainisio, Nicola; Boffi, Marco; Nicola, Rainisio
Understanding the role of emotion in decision making process: using machine learning to analyze physiological responses to visual, auditory, and combined stimulation
2024-01-01 Polo, Edoardo Maria; Farabbi, Andrea; Mollura, Maximiliano; Mainardi, Luca; Barbieri, Riccardo
MRI radiomics in head and neck cancer from reproducibility to combined approaches
2024-01-01 Corti, Anna; Cavalieri, Stefano; Calareso, Giuseppina; Mattavelli, Davide; Ravanelli, Marco; Poli, Tito; Licitra, Lisa; Corino, Valentina; Mainardi, Luca
Are Error Potential response and detection affected by environments?
2024-01-01 Farabbi, Andrea; Mainardi, Luca
Explainable AI Analysis of a Prediction Model for Detecting Premature Atrial and Ventricular Complexes
2024-01-01 Moreno-Sánchez, Pedro; García Isla, Guadalupe; Corino, Valentina; van Gils, Mark; Mainardi, Luca
Subject-Specific Feature Identification of Arousal and Valence Based on EEG
2024-01-01 Polo, Edoardo Maria; Farabbi, Andrea; Milekic, Maja; Steyde, Giulio; Signorini, Maria Gabriella; Figueiredo, Patricia; Mainardi, Luca; Barbieri, Riccardo
Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli
2024-01-01 Polo, Edoardo M; Farabbi, Andrea; Mollura, Maximiliano; Paglialonga, Alessia; Mainardi, Luca; Barbieri, Riccardo
Low-Dose CT-Based Radiomic Model to Identify Malignant Lung Nodules
2024-01-01 Liu, J.; Corti, A.; Corino, V.; Mainardi, L.
ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review
2024-01-01 Moreno-Sánchez, Pedro A.; García-Isla, Guadalupe; Corino, Valentina; Vehkaoja, Antti; Brukamp, Kirsten; van Gils, Mark; Mainardi, Luca
Developing a robust two-step machine learning multiclassification pipeline to predict primary site in head and neck carcinoma from lymph nodes
2024-01-01 Liu, Jiaying; Corti, Anna; Calareso, Giuseppina; Spadarella, Gaia; Licitra, Lisa; Corino, Valentina; Mainardi, Luca
Lung nodule classification using radiomics model trained on degraded SDCT images
2024-01-01 Liu, Jiaying; Corti, Anna; Corino, Valentina; Mainardi, Luca
CTGAN in Augmentation of Radiomics Features Classification from Narrow Band Imaging for Laryngeal Cancer
2024-01-01 Wang, Haiyang; Mainardi, Luca
HEAD-MOUNTABLE DEVICE AND ECG DETECTION SYSTEM FOR DETECTING AN ELECTROCARDIOGRAM SIGNAL COMPRISING SAID HEAD-MOUNTABLE DEVICE
2024-01-01 Mainardi, Luca; Cerveri, Pietro
Bioelectrical Measurements of Lenses Effect During Esports Training Sessions: Could the Yellow Lenses Enhance Gaming Performance?
2024-01-01 Bilucaglia, M.; Laureanti, R.; Zito, M.; Fici, A.; Rivetti, F.; Bellati, M.; Accardi, S.; Wahl, S.; Mainardi, L.; Russo, V.
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