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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorCorino Valentina
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/06 - Electronic And Informatics Bioengineering
Curriculum VitaeDownload CV (208.47Kb - 22/05/2023)
OrcIDhttps://orcid.org/0000-0003-1825-0422

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Professor's office hoursProfessor's office hours is not available yet
E-mailvalentina.corino@polimi.it
Professor's personal website--

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Assessing the Performance of MRI-Radiomic Prognostic Signatures in Head and Neck Cancer Patients: A Comparative Analysis (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Cardiac Effect of Acupuncture on the Neiguan Point (Show >>)
Distinguishing lymph nodes in head and neck cancer patients using MRI-based radiomics (Show >>)
Journal Articles
A robust radiomic-based machine learning approach to detect cardiac amyloidosis using cardiac computed tomography (Show >>)
Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation (Show >>)
Combining deep learning and machine learning for the automatic identification of hip prosthesis failure: Development, validation and explainability analysis (Show >>)
Editorial: Atrial Fibrillation: Technologies for Investigation, Monitoring and Treatment, Volume II (Show >>)
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data (Show >>)
Identification of subclinical cardiac amyloidosis in aortic stenosis patients undergoing transaortic valve replacement using radiomic analysis of computed tomography myocardial texture (Show >>)
MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures (Show >>)
Prognostic radiomic signature for head and neck cancer: Development and validation on a multi-centric MRI dataset (Show >>)
Repeatability and reproducibility of MRI-radiomic features: A phantom experiment on a 1.5 T scanner (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A CNN for Covid Detection Using ECG signals (Show >>)
Journal Articles
3D vs. 2D MRI radiomics in skeletal Ewing sarcoma: Feature reproducibility and preliminary machine learning analysis on neoadjuvant chemotherapy response prediction (Show >>)
Association between ventricular repolarization parameters and cardiovascular death in patients of the SWISS-AF cohort (Show >>)
Automatic Identification of Failure in Hip Replacement: An Artificial Intelligence Approach (Show >>)
Diffusion-weighted MRI radiomics of spine bone tumors: feature stability and machine learning-based classification performance (Show >>)
Editorial: Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment (Show >>)
Ensemble classification combining ResNet and handcrafted features with three-steps training (Show >>)
Refining Tumor Treatment in Sinonasal Cancer Using Delta Radiomics of Multi-Parametric MRI after the First Cycle of Induction Chemotherapy (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Poincaré Image-Based Detector of ECG Segments Containing Atrial and Ventricular Beats (Show >>)
Atrial Fibrillatory Rate Characterization Extracted from Implanted Cardiac Monitor Data (Show >>)
Effect of Ischemia on the Spatial Heterogeneity of Ventricular Repolarization: A Simulation Study (Show >>)
Ensemble Learning of Modified Residual Networks for Classifying ECG with Different Set of Leads (Show >>)
Impacts of Cellular Electrophysiological Variability on Conduction Velocity Within Isolated Tissue and Depolarization and Repolarization Across the Whole Atrial Model (Show >>)
Journal Articles
A CT-based radiomic signature can be prognostic for 10-months overall survival in metastatic tumors treated with nivolumab: An exploratory study (Show >>)
A Detector for Premature Atrial and Ventricular Complexes (Show >>)
Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study (Show >>)
Prognostic role of pre-treatment magnetic resonance imaging (MRI)-based radiomic analysis in effectively cured head and neck squamous cell carcinoma (HNSCC) patients (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
An In-Silico Study into the Impact of Electrophysiological Variability at the Cellular Level on the Re-entry Patterns in Atrial Fibrillation (Show >>)
Atrial fibrillation detection using photoplethysmographic signal: The effect of the observation window (Show >>)
Beat-to-beat P-wave Variability Increases from Paroxysmal to Persistent Atrial Fibrillation (Show >>)
ECG Morphological Decomposition for Automatic Rhythm Identification (Show >>)
Methodology and technology for the development of a prognostic MRI-based radiomic model for the outcome of head and neck cancer patients (Show >>)
Unsupervised Classification of Atrial Fibrillation Triggers Using Heart Rate Variability Features Extracted from Implantable Cardiac Monitor Data (Show >>)
Journal Articles
A simple model to detect atrial fibrillation via visual imaging (Show >>)
Assessment of spatial heterogeneity of ventricular repolarization after multi-channel blocker drugs in healthy subjects (Show >>)
Baseline mri-radiomics can predict overall survival in non-endemic ebv-related nasopharyngeal carcinoma patients (Show >>)
Heart Rate Variability Triangular Index as a Predictor of Cardiovascular Mortality in Patients With Atrial Fibrillation (Show >>)
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection (Show >>)
Relevance of apparent diffusion coefficient features for a radiomics-based prediction of response to induction chemotherapy in sinonasal cancer (Show >>)
Remote health diagnosis and monitoring in the time of COVID-19 (Show >>)
Response to "Electrocardiographic sexual differences in patients with atrial fibrillation" (Show >>)
Sex-related electrocardiographic differences in patients with different types of atrial fibrillation: Results from the SWISS-AF study (Show >>)
manifesti v. 3.5.17 / 3.5.17
Area Servizi ICT
19/05/2024