Luca T. Mainardi

Orcid: 0000-0002-6276-6314

According to our database1, Luca T. Mainardi authored at least 119 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Word Recognition Paradigm Through EEG Analysis: Imagined Speech Classification.
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

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

Cardiac Effect of Acupuncture on the Neiguan Point.
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

Cellular heterogeneity and repolarisation across the atria: an in silico study.
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

Comparison of different emotion stimulation modalities: an EEG signal analysis.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Spectral differences in resting-state EEG associated to individual Emotional Styles.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A CNN for COVID-19 Detection Using ECG signals.
Proceedings of the Computing in Cardiology, 2022

Cellular Heterogeneity in the Atria: An In Silico Study in the Impact on Reentries.
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

Error perception classification in Brain-Computer Interfaces using CNN.
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

Brain MRI Tumor Segmentation with Adversarial Networks.
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

Emotion assessment using Machine Learning and low-cost wearable devices.
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

ECG Morphological Decomposition for Automatic Rhythm Identification.
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

Cardiac Tachyarrhythmia Detection by Poincaré Plot-Based Image Analysis.
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

Theoretical and Empirical Estimates of V-index Variability.
Proceedings of the Computing in Cardiology, 2018

2017
Assessment of instantaneous cardiovascular dynamics from video plethysmography.
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

Respiratory Rate Detection Using a Camera as Contactless Sensor.
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

Identification of Atrial Fibrillation Episodes Using a Camera as Contactless Sensor.
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

Beat-to-Beat Analysis of P-Waves in Patient with Atrial Fibrillation History.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
High-resolution quantitative imaging of the substantia nigra.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A new algorithm for estimating the ν-index using sinusoidal basis functions.
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

Combined approach for the biomechanical characterization of skin lesions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Analysis of T-wave Alternans in ambulatory recordings using the ADTWA index.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A Comparison of Three Methodologies for the Computation of V-index.
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

Assessment of QT-RR Intervals Relation in Patients with Atrial Fibrillation.
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

Rank-based Multi-Scale Entropy Analysis of Heart Rate Variability.
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

Validation of the V-index through Finite Element 2D Simulations.
Proceedings of the Computing in Cardiology, 2013

Drug Effect Evaluation during Permanent Atrial Fibrillation using an AV-node Model.
Proceedings of the Computing in Cardiology, 2013

Repolarization Variability Mechanisms and its Relation with Cardiac Arrhytmogenesis.
Proceedings of the Computing in Cardiology, 2013

Improved Estimation of V-Index Based on Analytic Forms of Dominant T-Wave.
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

Coronary stenting: From optical coherence tomography to fluid dynamic simulations.
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

Online Detection of P300 and Error Potentials in a BCI Speller.
Comput. Intell. Neurosci., 2010

Analysis of heart rate variability during exercise stress testing using respiratory information.
Biomed. Signal Process. Control., 2010

2008
Understanding Atrial Fibrillation: The Signal Processing Contribution, Part II
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01632-5, 2008

Understanding Atrial Fibrillation: The Signal Processing Contribution, Part I
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

A Nonrigid Registration of MR Breast Images Using Complex-valued Wavelet Transform.
J. Digit. Imaging, 2008

A method to analyze the evolution of malignant gliomas using MRI.
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

A genetic algorithm for automatic feature extraction in P300 detection.
Proceedings of the International Joint Conference on Neural Networks, 2008

2006
Long-term heart rate variability as a predictor of patient age.
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

A method for dynamic subtraction MR imaging of the liver.
BMC Medical Imaging, 2006

Automatic Quantitative Evaluation of Emotions in E-learning Applications.
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
Analysis of esophageal atrial recordings through wavelet packets decomposition.
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

Quantification of haemodynamic response to auditory stimulus in intensive care.
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


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