Sfoglia per Autore
ECG Morphological Decomposition for Automatic Rhythm Identification
2020-01-01 Garcia Isla, G.; Laureanti, R; Corino, V; Mainardi, L
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection
2021-01-01 Garcia-Isla, Guadalupe; Corino, Valentina D A; Mainardi, Luca
Ensemble Learning of Modified Residual Networks for Classifying ECG with Different Set of Leads
2021-01-01 Muscato, F. M.; Corino, V.; Mainardi, L.
Impacts of Cellular Electrophysiological Variability on Conduction Velocity Within Isolated Tissue and Depolarization and Repolarization Across the Whole Atrial Model
2021-01-01 Elliott, J.; Belen, M. K.; Mainardi, L.; Corino, V.; Rodriguez Matas, J
Prognostic role of pre-treatment magnetic resonance imaging (MRI)-based radiomic analysis in effectively cured head and neck squamous cell carcinoma (HNSCC) patients
2021-01-01 Alfieri, S.; Romano, R.; Bologna, M.; Calareso, G.; Corino, V.; Mirabile, A.; Ferri, A.; Bellanti, L.; Poli, T.; Marcantoni, A.; Grosso, E.; Tarsitano, A.; Battaglia, S.; Blengio, F.; De Martino, I.; Valerini, S.; Vecchio, S.; Richetti, A.; Deantonio, L.; Martucci, F.; Grammatica, A.; Ravanelli, M.; Ibrahim, T.; Caruso, D.; Locati, L. D.; Orlandi, E.; Bossi, P.; Mainardi, L.; Licitra, L. F.
Atrial Fibrillatory Rate Characterization Extracted from Implanted Cardiac Monitor Data
2021-01-01 Saiz, J.; Abdollahpur, M.; Mainardi, L.; Corino, V.; De Melis, M.; Sandberg, F.
A Poincaré Image-Based Detector of ECG Segments Containing Atrial and Ventricular Beats
2021-01-01 Garcia Isla, G.; Mainardi, L.; Corino, V.
A CT-based radiomic signature can be prognostic for 10-months overall survival in metastatic tumors treated with nivolumab: An exploratory study
2021-01-01 Corino, V. D. A.; Bologna, M.; Calareso, G.; Licitra, L.; Ghi, M.; Rinaldi, G.; Caponigro, F.; Morelli, F.; Airoldi, M.; Allegrini, G.; Cassano, A.; Ferrari, D.; Mirabile, A.; Tosoni, A.; Galizia, D.; Merlano, M.; Sponghini, A.; Moretti, G.; Mainardi, L.; Bossi, P.
A Detector for Premature Atrial and Ventricular Complexes
2021-01-01 García-Isla, Guadalupe; Mainardi, Luca; Corino, Valentina D. A.
Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: A Simulation Study
2021-01-01 Rivolta, M. W.; Sassi, R.; Mainardi, L.; Corino, V.
Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study
2021-01-01 Saiz-Vivo, Javier; Corino, Valentina; Hatala, R; De, Melis; Mainardi, Luca
A CNN for Covid Detection Using ECG signals
2022-01-01 Muscato, Federico; Corino, Valentina; Rivolta, Massimo; Cerveri, Pietro; Sanzo, Antonio; Vicentini, Alessandro; Sassi, Roberto; Mainardi, Luca
3D vs. 2D MRI radiomics in skeletal Ewing sarcoma: Feature reproducibility and preliminary machine learning analysis on neoadjuvant chemotherapy response prediction
2022-01-01 Gitto, Salvatore; Corino, Valentina D A; Annovazzi, Alessio; Milazzo Machado, Estevāo; Bologna, Marco; Marzorati, Lorenzo; Albano, Domenico; Messina, Carmelo; Serpi, Francesca; Anelli, Vincenzo; Ferraresi, Virginia; Zoccali, Carmine; Aliprandi, Alberto; Parafioriti, Antonina; Luzzati, Alessandro; Biagini, Roberto; Mainardi, Luca; Sconfienza, Luca Maria
Association between ventricular repolarization parameters and cardiovascular death in patients of the SWISS-AF cohort
2022-01-01 Rivolta, Massimo W; Mainardi, Luca; Laureanti, Rita; Sassi, Roberto; Kühne, Michael; Rodondi, Nicolas; Conte, Giulio; Moschovitis, Giorgio; Schlageter, Vincent; Aeschbacher, Stefanie; Conen, David; Reichlin, Tobias; Roten, Laurent; Osswald, Stefan; Zuern, Christine S; Auricchio, Angelo; Corino, Valentina D A
Ensemble classification combining ResNet and handcrafted features with three-steps training
2022-01-01 Garcia-Isla, Guadalupe; Muscato, Federico M; Sansonetti, Andrea; Magni, Stefano; Corino, Valentina D A; Mainardi, Luca
Refining Tumor Treatment in Sinonasal Cancer Using Delta Radiomics of Multi-Parametric MRI after the First Cycle of Induction Chemotherapy
2022-01-01 Corino, Valentina D A; Bologna, Marco; Calareso, Giuseppina; Resteghini, Carlo; Sdao, Silvana; Orlandi, Ester; Licitra, Lisa; Mainardi, Luca; Bossi, Paolo
Editorial: Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment
2022-01-01 Berenfeld, Omer; Corino, Valentina D A; Loewe, Axel; Martínez, Juan Pablo; Rodriguez Matas, Jose F.
Automatic Identification of Failure in Hip Replacement: An Artificial Intelligence Approach
2022-01-01 Loppini, Mattia; Gambaro, Francesco Manlio; Chiappetta, Katia; Grappiolo, Guido; Bianchi, Anna Maria; Corino, Valentina D A
Diffusion-weighted MRI radiomics of spine bone tumors: feature stability and machine learning-based classification performance
2022-01-01 Gitto, Salvatore; Bologna, Marco; Corino, Valentina D A; Emili, Ilaria; Albano, Domenico; Messina, Carmelo; Armiraglio, Elisabetta; Parafioriti, Antonina; Luzzati, Alessandro; Mainardi, Luca; Sconfienza, Luca Maria
Prognostic radiomic signature for head and neck cancer: Development and validation on a multi-centric MRI dataset
2023-01-01 Bologna, Marco; Corino, Valentina; Cavalieri, Stefano; Calareso, Giuseppina; Gazzani, Silvia Eleonora; Poli, Tito; Ravanelli, Marco; Mattavelli, Davide; de Graaf, Pim; Nauta, Irene; Scheckenbach, Kathrin; Licitra, Lisa; Mainardi, Luca
Cardiac Effect of Acupuncture on the Neiguan Point
2023-01-01 Laureanti, Rita; A. Terranova, Paolo; Lomuscio, Alberto; Corino, Valentina; Mainardi, Luca
Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation
2023-01-01 Saiz, J; Corino, V; Martin-Yebra, A; Mainardi, L; Hatala, R; Sornmo, L
Repeatability and reproducibility of MRI-radiomic features: A phantom experiment on a 1.5 T scanner
2023-01-01 Bologna, Marco; Tenconi, Chiara; Corino, Valentina D A; Annunziata, Gaetano; Orlandi, Ester; Calareso, Giuseppina; Pignoli, Emanuele; Valdagni, Riccardo; Mainardi, Luca; Rancati, Tiziana
SYSTEM USING HEART RATE VARIABILITY FEATURES FOR PREDICTION OF MEDICAL PROCEDURE EFFICACY
2023-01-01 SAIZ VIVO, Javier; DE MELIS, Mirko; Mainardi, Luca; Corino, Valentina
Identification of subclinical cardiac amyloidosis in aortic stenosis patients undergoing transaortic valve replacement using radiomic analysis of computed tomography myocardial texture
2023-01-01 Lo Iacono, Francesca; Maragna, Riccardo; Guglielmo, Marco; Chiesa, Mattia; Fusini, Laura; Annoni, Andrea; Babbaro, Mario; Baggiano, Andrea; Carerj, Maria Ludovica; Cilia, Francesco; Del Torto, Alberico; Formenti, Alberto; Mancini, Maria Elisabetta; Marchetti, Francesca; Muratori, Manuela; Mushtaq, Saima; Penso, Marco; Pirola, Sergio; Tassetti, Luigi; Volpe, Alessandra; Guaricci, Andrea Igoren; Fontana, Marianna; Tamborini, Gloria; Treibel, Thomas; Moon, James; Corino, Valentina D A; Pontone, Gianluca
Distinguishing lymph nodes in head and neck cancer patients using MRI-based radiomics
2023-01-01 Liu, J.; Corti, A.; Calareso, G.; Corino, V.; Mainardi, L.
Combining deep learning and machine learning for the automatic identification of hip prosthesis failure: Development, validation and explainability analysis
2023-01-01 Muscato, Federico; Corti, Anna; Manlio Gambaro, Francesco; Chiappetta, Katia; Loppini, Mattia; Corino, Valentina D A
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data
2023-01-01 Saiz-Vivo, Javier; Abdollahpur, Mostafa; Mainardi, Luca; Corino, Valentina D A; De Melis, Mirko; Hatala, Robert; Sandberg, Frida
MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures
2023-01-01 Corti, Anna; De Cecco, Loris; Cavalieri, Stefano; Lenoci, Deborah; Pistore, Federico; Calareso, Giuseppina; Mattavelli, Davide; de Graaf, Pim; Leemans, C René; Brakenhoff, Ruud H; Ravanelli, Marco; Poli, Tito; Licitra, Lisa; Corino, Valentina; Mainardi, Luca
Editorial: Atrial Fibrillation: Technologies for Investigation, Monitoring and Treatment, Volume II
2023-01-01 Berenfeld, Omer; Corino, Valentina D A; Loewe, Axel; Martínez, Juan Pablo; Rodriguez Matas, Jose F.
A robust radiomic-based machine learning approach to detect cardiac amyloidosis using cardiac computed tomography
2023-01-01 Lo Iacono, Francesca; Maragna, Riccardo; Pontone, Gianluca; Corino, Valentina D A
Editorial: Radiomics and AI for clinical and translational medicine
2024-01-01 Montin, Eros; Corino, Valentina; Martel, Dimitri; Carlucci, Giuseppe; Scaramuzza, Davide
DEep LearnIng-based QuaNtification of epicardial adipose tissue predicts MACE in patients undergoing stress CMR
2024-01-01 Guglielmo, Marco; Penso, Marco; Carerj, Maria Ludovica; Giacari, Carlo Maria; Volpe, Alessandra; Fusini, Laura; Baggiano, Andrea; Mushtaq, Saima; Annoni, Andrea; Cannata, Francesco; Cilia, Francesco; Del Torto, Alberico; Fazzari, Fabio; Formenti, Alberto; Frappampina, Antonio; Gripari, Paola; Junod, Daniele; Mancini, Maria Elisabetta; Mantegazza, Valentina; Maragna, Riccardo; Marchetti, Francesca; Mastroiacovo, Giorgio; Pirola, Sergio; Tassetti, Luigi; Baessato, Francesca; Corino, Valentina; Guaricci, Andrea Igoren; Rabbat, Mark G.; Rossi, Alexia; Rovera, Chiara; Costantini, Pietro; van der Bilt, Ivo; van der Harst, Pim; Fontana, Marianna; Caiani, Enrico G.; Pepi, Mauro; Pontone, Gianluca
Lung nodule classification using radiomics model trained on degraded SDCT images
2024-01-01 Liu, Jiaying; Corti, Anna; Corino, Valentina; Mainardi, Luca
Predicting High-Risk Patients: A Biomechanical-Based Machine Learning Approach for Coronary Vulnerable Plaques Detection
2024-01-01 Corti, Anna; Stefanati, Marco; Leccardi, Matteo; De Filippo, Ovidio; Depaoli, Alessandro; Cerveri, Pietro; Migliavacca, Francesco; Corino, Valentina; F Rodriguez Matas, Jose; Mainardi, Luca; Dubini, Gabriele
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
Low-Dose CT-Based Radiomic Model to Identify Malignant Lung Nodules
2024-01-01 Liu, J.; Corti, A.; Corino, V.; Mainardi, L.
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
Prediction of In-Hospital Atrial Fibrillation After Acute Myocardial Infarction
2024-01-01 Bulloni, Matteo; García Isla, Guadalupe; Moreno-Sánchez, Pedro; Rurali, Erica; Bonesi, Alice; Chiesa, Mattia; Werba, Pablo; Marenzi, Giancarlo; Corino, Valentina; Tondo, Claudio; van Gils, Mark; Pattini, Linda; Mainardi, Luca
Effect of variability of mechanical properties on the predictive capabilities of vulnerable coronary plaques
2024-01-01 Stefanati, Marco; Corti, Anna; Corino, Valentina.; Bennett, Martin R.; Teng, Zhongzhao; Dubini, Gabriele; Rodriguez Matas, Jose Felix
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
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
Leveraging transfer learning for predicting total knee arthroplasty failure from post-operative radiographs
2024-01-01 Corti, Anna; Galante, Sarah; Rauch, Rebecca; Chiappetta, Katia; Corino, Valentina; Loppini, Mattia
Automatic Right Ventricular Hypertrophic Detection Integrating Electrocardiography-based QRS Biomarkers with Machine Learning
2024-01-01 Taconne, Marion; Corino, Valentina; Mainardi, Luca
A Radiomics-Based Machine Learning Approach for Coronary Stenosis Assessment from Coronary Computed Tomography Angiography
2024-01-01 Ronchetti, Francesca; Corti, Anna; Lo Iacono, Francesca; Chiesa, Mattia; Pontone, Gianluca; Colombo, Gualtiero; Corino, Valentina
Assessing the Performance of MRI-Radiomic Prognostic Signatures in Head and Neck Cancer Patients: A Comparative Analysis
2024-01-01 Corti, Anna; Mainardi, Luca; Corino, Valentina D. A.; Corino, Valentina
AI-based hip prosthesis failure prediction through evolutional radiological indices
2024-01-01 Bulloni, Matteo; Gambaro, Francesco Manlio; Chiappetta, Katia; Grappiolo, Guido; Corino, Valentina; Loppini, Mattia
Detection of Non-Sustained Supraventricular Tachycardia in Atrial Fibrillation Screening
2024-01-01 Halvaei, Hesam; Hygrell, Tove; Svennberg, Emma; Corino, Valentina; Sörnmo, Leif; Stridh, Martin
Radiomic features of primary retroperitoneal sarcomas: a prognostic study
2024-01-01 Pasquali, Sandro; Iadecola, Sara; Vanzulli, Andrea; Infante, Gabriele; Bologna, Marco; Corino, Valentina; Greco, Gabriella; Vigorito, Raffaella; Morosi, Carlo; Beretta, Alessia; Percio, Stefano; Vallacchi, Viviana; Collini, Paola; Sanfilippo, Roberta; Fabbroni, Chiara; Stacchiotti, Silvia; Fiore, Marco; Huang, Paul; Benelli, Matteo; Mainardi, Luca; Miceli, Rosalba; Gronchi, Alessandro; Callegaro, Dario
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
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