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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteMainardi Luca
QualificaProfessore ordinario a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/06 - Bioingegneria Elettronica E Informatica
Curriculum VitaeScarica il CV (243.5Kb - 29/07/2023)

Orario di ricevimento
BIOINGEGNERIA - ED. 21IV--LunedìDalle 10:00
Alle 12:00
Pagina web redatta a cura del docente--

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation (Mostra >>)
Coronary artery plaque rupture and erosion: Role of wall shear stress profiling and biological patterns in acute coronary syndromes (Mostra >>)
Repeatability and reproducibility of MRI-radiomic features: A phantom experiment on a 1.5 T scanner (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A CNN for Covid Detection Using ECG signals (Mostra >>)
Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds (Mostra >>)
CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning (Mostra >>)
Cellular Heterogeneity in the Atria: An In Silico Study in the Impact on Reentries (Mostra >>)
Comparison of different emotion stimulation modalities: an EEG signal analysis (Mostra >>)
EEG Analysis of Selective Attention during Error Potential BCI experiments (Mostra >>)
Spectral differences in resting-state EEG associated to individual Emotional Styles (Mostra >>)
Articoli su riviste
3D vs. 2D MRI radiomics in skeletal Ewing sarcoma: Feature reproducibility and preliminary machine learning analysis on neoadjuvant chemotherapy response prediction (Mostra >>)
ARX-based EEG data balancing for error potential BCI (Mostra >>)
Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences (Mostra >>)
Association between ventricular repolarization parameters and cardiovascular death in patients of the SWISS-AF cohort (Mostra >>)
CEL-Unet: Distance Weighted Maps and Multi-Scale Pyramidal Edge Extraction for Accurate Osteoarthritic Bone Segmentation in CT Scans (Mostra >>)
Cellular heterogeneity and repolarisation across the atria: an in silico study (Mostra >>)
Diffusion-weighted MRI radiomics of spine bone tumors: feature stability and machine learning-based classification performance (Mostra >>)
Ensemble classification combining ResNet and handcrafted features with three-steps training (Mostra >>)
Extended ECG Improves Classification of Paroxysmal and Persistent Atrial Fibrillation Based on P- and f-Waves (Mostra >>)
Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts (Mostra >>)
Identification of Characteristic Points in Multivariate Physiological Signals by Sensor Fusion and Multi-Task Deep Networks (Mostra >>)
Refining Tumor Treatment in Sinonasal Cancer Using Delta Radiomics of Multi-Parametric MRI after the First Cycle of Induction Chemotherapy (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Poincaré Image-Based Detector of ECG Segments Containing Atrial and Ventricular Beats (Mostra >>)
Atrial Fibrillatory Rate Characterization Extracted from Implanted Cardiac Monitor Data (Mostra >>)
Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: A Simulation Study (Mostra >>)
Ensemble Learning of Modified Residual Networks for Classifying ECG with Different Set of Leads (Mostra >>)
Error perception classification in Brain-Computer Interfaces using CNN (Mostra >>)
Impacts of Cellular Electrophysiological Variability on Conduction Velocity Within Isolated Tissue and Depolarization and Repolarization Across the Whole Atrial Model (Mostra >>)
It's a Question of Methods: Computational Factors Influencing the Frontal Asymmetry in Measuring the Emotional Valence (Mostra >>)
Yellow (Lens) Better: Bioelectrical and Biometrical Measures to Assess Arousing and Focusing Effects (Mostra >>)
Articoli su riviste
A CT-based radiomic signature can be prognostic for 10-months overall survival in metastatic tumors treated with nivolumab: An exploratory study (Mostra >>)
A Detector for Premature Atrial and Ventricular Complexes (Mostra >>)
A comparison of regional classification strategies implemented for the population based approach to modelling atrial fibrillation (Mostra >>)
Distributed learning: a reliable privacy-preserving strategy to change multicenter collaborations using AI (Mostra >>)
Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study (Mostra >>)
MOS Sensors Array for the Discrimination of Lung Cancer and At-Risk Subjects With Exhaled Breath Analysis (Mostra >>)
Prognostic role of pre-treatment magnetic resonance imaging (MRI)-based radiomic analysis in effectively cured head and neck squamous cell carcinoma (HNSCC) patients (Mostra >>)
Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
An In-Silico Study into the Impact of Electrophysiological Variability at the Cellular Level on the Re-entry Patterns in Atrial Fibrillation (Mostra >>)
Analysis of physiological and non-contact signals for the assessment of emotional components in consumer preference (Mostra >>)
Assessing an Automatic Procedure of Extraction of Physiological Parameters from Skin using Video Photoplethysmography (Mostra >>)
Atrial fibrillation detection using photoplethysmographic signal: The effect of the observation window (Mostra >>)
Beat-to-beat P-wave Variability Increases from Paroxysmal to Persistent Atrial Fibrillation (Mostra >>)
Brain MRI Tumor Segmentation with Adversarial Networks (Mostra >>)
ECG Morphological Decomposition for Automatic Rhythm Identification (Mostra >>)
Emotion assessment using Machine Learning and low-cost wearable devices (Mostra >>)
Methodology and technology for the development of a prognostic MRI-based radiomic model for the outcome of head and neck cancer patients (Mostra >>)
Unsupervised Classification of Atrial Fibrillation Triggers Using Heart Rate Variability Features Extracted from Implantable Cardiac Monitor Data (Mostra >>)
Articoli su riviste
A multi-metric registration strategy for the alignment of longitudinal brain images in pediatric oncology (Mostra >>)
A simple model to detect atrial fibrillation via visual imaging (Mostra >>)
Anodal transcranial direct current stimulation and intermittent theta-burst stimulation improve deglutition and swallowing reproducibility in elderly patients with dysphagia (Mostra >>)
Application of an OCT-based 3D reconstruction framework to the hemodynamic assessment of an ulcerated coronary artery plaque (Mostra >>)
Assessment of spatial heterogeneity of ventricular repolarization after multi-channel blocker drugs in healthy subjects (Mostra >>)
Baseline mri-radiomics can predict overall survival in non-endemic ebv-related nasopharyngeal carcinoma patients (Mostra >>)
Chest Wearable Apparatus for Cuffless Continuous Blood Pressure Measurements Based on PPG and PCG Signals (Mostra >>)
Deep 3D Convolutional Networks to Segment Bones Affected by Severe Osteoarthritis in CT Scans for PSI-Based Knee Surgical Planning (Mostra >>)
Development of a multiomics database for personalized prognostic forecasting in head and neck cancer: The Big Data to Decide EU Project (Mostra >>)
Heart Rate Variability Triangular Index as a Predictor of Cardiovascular Mortality in Patients With Atrial Fibrillation (Mostra >>)
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection (Mostra >>)
Relevance of apparent diffusion coefficient features for a radiomics-based prediction of response to induction chemotherapy in sinonasal cancer (Mostra >>)
Response to "Electrocardiographic sexual differences in patients with atrial fibrillation" (Mostra >>)
Sex-related electrocardiographic differences in patients with different types of atrial fibrillation: Results from the SWISS-AF study (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Metal Oxide Gas Sensors Array for Lung Cancer Diagnosis Through Exhaled Breath Analysis (Mostra >>)
An In-Silico Study of the Effects of Conductance Variation on the Regionally Based Action Potential Morphology (Mostra >>)
Assessment of the Effect of Fibrillatory Waves in the Analysis of Spatial Heterogeneity of Ventricular Repolarization (Mostra >>)
Assessment of the effect of intensity standardization on the reliability of T1-weighted MRI radiomic features: Experiment on a virtual phantom (Mostra >>)
Cardiac Tachyarrhythmia Detection by Poincaré PlotBased Image Analysis (Mostra >>)
Distance and Similarity Measurements of P Waves before and after Pulmonary Vein Isolation in Patients with Atrial Fibrillation (Mostra >>)
Identification and Tracking of Physiological Parameters from Skin using Video Photoplethysmography (Mostra >>)
Quantification of Spatial Heterogeneity of Ventricular Repolarization during Early-Stage Cardiac Ischemia Induced by Coronary Angioplasty (Mostra >>)
Articoli su riviste
A review of exhaled breath: a key role in lung cancer diagnosis (Mostra >>)
A study on the feasibility of the Deep Brain Stimulation (DBS) electrode localization based on scalp electric potential recordings (Mostra >>)
Automatic segmentation of optical coherence tomography pullbacks of coronary arteries treated with bioresorbable vascular scaffolds: Application to hemodynamics modeling (Mostra >>)
Influence of acquisition frame-rate and video compression techniques on pulse-rate variability estimation from vPPG signal (Mostra >>)
Monitoring breathing rate by fusing the physiological impact of respiration on video-photoplethysmogram with head movements (Mostra >>)
Technical Note: Virtual phantom analyses for preprocessing evaluation and detection of a robust feature set for MRI-radiomics of the brain (Mostra >>)
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