Luca T. Mainardi
Orcid: 0000-0002-6276-6314
According to our database1,
Luca T. Mainardi
authored at least 133 papers
between 1993 and 2024.
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Bibliography
2024
Large language models in healthcare: from a systematic review on medical examinations to a comparative analysis on fundamentals of robotic surgery online test.
Artif. Intell. Rev., September, 2024
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans.
CoRR, 2024
Comput. Methods Programs Biomed., 2024
ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review.
Comput. Biol. Medicine, 2024
An Interpretable Framework Utilizing Radiomics for Laryngeal Cancer Classification Through Narrow Band Imaging.
IEEE Access, 2024
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024
CTGAN in Augmentation of Radiomics Features Classification from Narrow Band Imaging for Laryngeal Cancer.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024
Bioelectrical Measurements of Lenses Effect During Esports Training Sessions: Could the Yellow Lenses Enhance Gaming Performance?
Proceedings of the IEEE Gaming, Entertainment, and Media Conference, 2024
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Domain-Specific Processing Stage for Estimating Single-Trail Evoked Potential Improves CNN Performance in Detecting Error Potential.
Sensors, November, 2023
SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography.
IEEE J. Biomed. Health Informatics, July, 2023
Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation.
Medical Biol. Eng. Comput., February, 2023
A Novel Classification Model Based on Radiomics for Narrow Band Imaging in Laryngeal Cancer.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Deep Learning Coronary Artery Centerlines Mapping from Contrast-Enhanced CT Images of the Heart.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Predicting Comatose Patient's Outcome Using Brain Functional Connectivity with a Random Forest Model.
Proceedings of the Computing in Cardiology, 2023
Proceedings of the Computing in Cardiology, 2023
The Subspace Regularization Method Improves ErrP Detection by EEGNET in BCI Experiments.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
2022
Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts.
IEEE Trans. Biomed. Eng., 2022
Identification of Characteristic Points in Multivariate Physiological Signals by Sensor Fusion and Multi-Task Deep Networks.
Sensors, 2022
Medical Biol. Eng. Comput., 2022
Refining Tumor Treatment in Sinonasal Cancer Using Delta Radiomics of Multi-Parametric MRI after the First Cycle of Induction Chemotherapy.
J. Imaging, 2022
Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
End-to-end Deep Learning and Sensor Fusion for Non-invasive BP Monitoring Using Multivariate Physiological Signals.
Proceedings of the Computing in Cardiology, 2022
2021
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection.
IEEE J. Biomed. Health Informatics, 2021
Yellow (Lens) Better: Bioelectrical and Biometrical Measures to Assess Arousing and Focusing Effects.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
It's a Question of Methods: Computational Factors Influencing the Frontal Asymmetry in Measuring the Emotional Valence.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Atrial Fibrillatory Rate Characterization Extracted from Implanted Cardiac Monitor Data.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: a Simulation Study.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Ensemble Learning of Modified Residual Networks for Classifying ECG with Different Set of Leads.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
A Poincaré Image-Based Detector of ECG Segments Containing Atrial and Ventricular Beats.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Impacts of Cellular Electrophysiological Variability on Conduction Velocity Within Isolated Tissue and Depolarization and Repolarization Across the Whole Atrial Model.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
A multi-metric registration strategy for the alignment of longitudinal brain images in pediatric oncology.
Medical Biol. Eng. Comput., 2020
Assessment of spatial heterogeneity of ventricular repolarization after multi-channel blocker drugs in healthy subjects.
Comput. Methods Programs Biomed., 2020
Deep 3D Convolutional Networks to Segment Bones Affected by Severe Osteoarthritis in CT Scans for PSI-Based Knee Surgical Planning.
IEEE Access, 2020
Chest Wearable Apparatus for Cuffless Continuous Blood Pressure Measurements Based on PPG and PCG Signals.
IEEE Access, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Unsupervised Classification of Atrial Fibrillation Triggers Using Heart Rate Variability Features Extracted from Implantable Cardiac Monitor Data.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Atrial fibrillation detection using photoplethysmographic signal: the effect of the observation window.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Methodology and technology for the development of a prognostic MRI-based radiomic model for the outcome of head and neck cancer patients.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Assessing an Automatic Procedure of Extraction of Physiological Parameters from Skin using Video Photoplethysmography.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Beat-to-beat P-wave Variability Increases From Paroxysmal to Persistent Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
An In-Silico Study Into the Impact of Electrophysiological Variability at the Cellular Level on the Re-entry Patterns in Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2020
2019
Transfer Brain MRI Tumor Segmentation Models Across Modalities with Adversarial Networks.
CoRR, 2019
Quantification of Spatial Heterogeneity of Ventricular Repolarization During Early-Stage Cardiac Ischemia Induced by Coronary Angioplasty.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Distance and Similarity Measurements of P Waves Before and After Pulmonary Vein Isolation in Patients with Atrial Fibrillation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A Metal Oxide Gas Sensors Array for Lung Cancer Diagnosis Through Exhaled Breath Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Assessment of the effect of intensity standardization on the reliability of T1-weighted MRI radiomic features: experiment on a virtual phantom.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Identification and Tracking of Physiological Parameters from Skin using Video Photoplethysmography.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Assessment of the Effect of Fibrillatory Waves in the Analysis of Spatial Heterogeneity of Ventricular Repolarization.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
An In-Silico Study of the Effects of Conductance Variation on the Regionally Based Action Potential Morphology.
Proceedings of the 46th Computing in Cardiology, 2019
2018
Assessment of Stability and Discrimination Capacity of Radiomic Features on Apparent Diffusion Coefficient Images.
J. Digit. Imaging, 2018
A Stimulus-Response Processing Framework for Pupil Dynamics Assessment during Iso-Luminant Stimuli.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Use of apparent diffusion coefficient images to predict response to induction chemotherapy in sinonasal cancer.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Computing in Cardiology, 2018
2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Stability assessment of first order statistics features computed on ADC maps in soft-tissue sarcoma.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the Computing in Cardiology, 2017
Assessment of Spatial Heterogeneity of Ventricular Repolarization after Quinidine in Healthy Subjects.
Proceedings of the Computing in Cardiology, 2017
Proceedings of the Computing in Cardiology, 2017
The Periodic Repolarization Dynamics Index Identifies Changes in Ventricular Repolarization Oscillations Associated with Music-Induced Emotions.
Proceedings of the Computing in Cardiology, 2017
2016
A method for coronary bifurcation centerline reconstruction from angiographic images based on focalization optimization.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Assessment of beat-to-beat heart rate detection method using a camera as contactless sensor.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Tuning of a deformable image registration procedure for skin component mechanical properties assessment.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the Computing in Cardiology, 2015
Validation of the V-index as a Metric of Ventricular Heterogeneity in Endocavitary Recordings.
Proceedings of the Computing in Cardiology, 2015
Proceedings of the Computing in Cardiology, 2015
2014
Modification of Atrioventricular Node Conduction Increases RR Variability but not RR Irregularity in Atrial Fibrillation Patients.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Non-invasive Evaluation of the Effect of Metoprolol on the Atrioventricular Node during Permanent Atrial Fibrillation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
MRI-Based Multiscale Model for Electromagnetic Analysis in the Human Head with Implanted DBS.
Comput. Math. Methods Medicine, 2013
Atrioventricular nodal function during atrial fibrillation: Model building and robust estimation.
Biomed. Signal Process. Control., 2013
Radiofrequency ablation of liver tumors: quantitative assessment of tumor coverage through CT image processing.
BMC Medical Imaging, 2013
Reconstruction and analysis of the pupil dilation signal: Application to a psychophysiological affective protocol.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Statistical modeling of the atrioventricular node during atrial fibrillation: Data length and estimator performance.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the Computing in Cardiology, 2013
Proceedings of the Computing in Cardiology, 2013
Proceedings of the Computing in Cardiology, 2013
Proceedings of the Computing in Cardiology, 2013
Spectral Analysis of Blood Pressure Variability in Atrial Fibrillation: the Effect of Tilting.
Proceedings of the Computing in Cardiology, 2013
Modification of Atrioventricular Node Conduction Increases RR Variability but not RR Irregularity nor Atrial Fibrillation Rate in Atrial Fibrillation Patients.
Proceedings of the Computing in Cardiology, 2013
A Support Vector Machine Approach for Reliable Detection of Atrial Fibrillation Events.
Proceedings of the Computing in Cardiology, 2013
Statistical Modeling of Atrioventricular Nodal Function During Atrial Fibrillation Focusing on the Refractory Period Estimation.
Proceedings of the Biomedical Engineering Systems and Technologies, 2013
Statistical Modeling of Atrioventricular Nodal Function during Atrial Fibrillation - An Update.
Proceedings of the BIOSIGNALS 2013, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Characterization of Dynamic Interactions Between Cardiovascular Signals by Time-Frequency Coherence.
IEEE Trans. Biomed. Eng., 2012
A multivariate time-frequency method to characterize the influence of respiration over heart period and arterial pressure.
EURASIP J. Adv. Signal Process., 2012
Synthesis of HRV signals characterized by predetermined time-frequency structure by means of time-varying ARMA models.
Biomed. Signal Process. Control., 2012
Quantitative characterization and identification of lymph nodes and Nasopharingeal Carcinoma by coregistered magnetic resonance images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A Registration Framework for Evaluation of T1, T2 and DWI Signal Intensities in Multiple Myeloma.
Proceedings of the BIOSIGNALS 2012, 2012
2011
An Estimate of the Dispersion of Repolarization Times Based on a Biophysical Model of the ECG.
IEEE Trans. Biomed. Eng., 2011
An Atrioventricular Node Model for Analysis of the Ventricular Response During Atrial Fibrillation.
IEEE Trans. Biomed. Eng., 2011
Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Time-frequency phase differences and phase locking to characterize dynamic interactions between cardiovascular signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Atlas-based segmentation for globus pallidus internus targeting on low-resolution MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
A method for continuously assessing the autonomic response to music-induced emotions through HRV analysis.
Medical Biol. Eng. Comput., 2010
On the reliability of frequency components in systolic arterial pressure in patients with atrial fibrillation.
Medical Biol. Eng. Comput., 2010
Comput. Intell. Neurosci., 2010
Analysis of heart rate variability during exercise stress testing using respiratory information.
Biomed. Signal Process. Control., 2010
2008
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01632-5, 2008
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01633-2, 2008
Improved Time-Frequency Analysis of Atrial Fibrillation Signals Using Spectral Modeling.
IEEE Trans. Biomed. Eng., 2008
J. Digit. Imaging, 2008
Int. J. Comput. Assist. Radiol. Surg., 2008
A non-linear registration method for DCE-MRI and DCE-CT comparison in bladder tumors.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
2006
Comput. Methods Programs Biomed., 2006
Signal processing methods for information enhancement in atrial fibrillation: Spectral analysis and non-linear parameters.
Biomed. Signal Process. Control., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Fuzzy-C-Means Cluster ing Algorithm for a Volumetr ic Analysis of Paranasal Sinus and Nasal Cavity Cancer s.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Comput. Methods Programs Biomed., 2005
2000
Single sweep analysis of event related auditory potentials for the monitoring of sedation in cardiac surgery patients.
Comput. Methods Programs Biomed., 2000
Comput. Methods Programs Biomed., 2000
1997
Multivariate time-variant identification of cardiovascular variability signals: a beat-to-beat spectral parameter estimation in vasovagal syncope.
IEEE Trans. Biomed. Eng., 1997
1995
Pole-tracking algorithms for the extraction of time-variant heart rate variability spectral parameters.
IEEE Trans. Biomed. Eng., 1995
1993
Time-variant power spectrum analysis for the detection of transient episodes in HRV signal.
IEEE Trans. Biomed. Eng., 1993