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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
DocenteCorino Valentina
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareIBIO-01/A - Bioingegneria
Curriculum VitaeScarica il CV (208.47Kb - 22/05/2023)
OrcIDhttps://orcid.org/0000-0003-1825-0422

Contatti
Orario di ricevimentoOrario di ricevimento non ancora disponibile
E-mailvalentina.corino@polimi.it
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 2025 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
An ECG-Based Model for Left Ventricular Hypertrophy Detection: A Machine Learning Approach (Mostra >>)
Enhancing cardiovascular risk stratification: Radiomics of coronary plaque and perivascular adipose tissue – Current insights and future perspectives (Mostra >>)
Hip prosthesis failure prediction through radiological deep sequence learning (Mostra >>)
Integrating radiomic and 3D autoencoder-based features for Non-Small Cell Lung Cancer survival analysis (Mostra >>)
Predicting vulnerable coronary arteries: A combined radiomics-biomechanics approach (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Brevetti
OPERATION OF IMPLANTABLE MEDICAL DEVICE SYSTEM TO DETERMINE ATRIAL FIBRILLATION RECURRENCE LIKELIHOOD (Mostra >>)
Contributo in Atti di convegno
A Radiomics-Based Machine Learning Approach for Coronary Stenosis Assessment from Coronary Computed Tomography Angiography (Mostra >>)
Assessing the Performance of MRI-Radiomic Prognostic Signatures in Head and Neck Cancer Patients: A Comparative Analysis (Mostra >>)
Automatic Right Ventricular Hypertrophic Detection Integrating Electrocardiography-based QRS Biomarkers with Machine Learning (Mostra >>)
Explainable AI Analysis of a Prediction Model for Detecting Premature Atrial and Ventricular Complexes (Mostra >>)
Low-Dose CT-Based Radiomic Model to Identify Malignant Lung Nodules (Mostra >>)
Predicting High-Risk Patients: A Biomechanical-Based Machine Learning Approach for Coronary Vulnerable Plaques Detection (Mostra >>)
Prediction of In-Hospital Atrial Fibrillation After Acute Myocardial Infarction (Mostra >>)
Articoli su riviste
AI-based hip prosthesis failure prediction through evolutional radiological indices (Mostra >>)
DEep LearnIng-based QuaNtification of epicardial adipose tissue predicts MACE in patients undergoing stress CMR (Mostra >>)
Detection of Non-Sustained Supraventricular Tachycardia in Atrial Fibrillation Screening (Mostra >>)
Developing a robust two-step machine learning multiclassification pipeline to predict primary site in head and neck carcinoma from lymph nodes (Mostra >>)
ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review (Mostra >>)
Editorial: Radiomics and AI for clinical and translational medicine (Mostra >>)
Effect of variability of mechanical properties on the predictive capabilities of vulnerable coronary plaques (Mostra >>)
Leveraging transfer learning for predicting total knee arthroplasty failure from post-operative radiographs (Mostra >>)
Lung nodule classification using radiomics model trained on degraded SDCT images (Mostra >>)
MRI radiomics in head and neck cancer from reproducibility to combined approaches (Mostra >>)
Radiomic features of primary retroperitoneal sarcomas: a prognostic study (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Brevetti
SYSTEM USING HEART RATE VARIABILITY FEATURES FOR PREDICTION OF MEDICAL PROCEDURE EFFICACY (Mostra >>)
Contributo in Atti di convegno
Cardiac Effect of Acupuncture on the Neiguan Point (Mostra >>)
Distinguishing lymph nodes in head and neck cancer patients using MRI-based radiomics (Mostra >>)
Articoli su riviste
A robust radiomic-based machine learning approach to detect cardiac amyloidosis using cardiac computed tomography (Mostra >>)
Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation (Mostra >>)
Combining deep learning and machine learning for the automatic identification of hip prosthesis failure: Development, validation and explainability analysis (Mostra >>)
Editorial: Atrial Fibrillation: Technologies for Investigation, Monitoring and Treatment, Volume II (Mostra >>)
Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data (Mostra >>)
Identification of subclinical cardiac amyloidosis in aortic stenosis patients undergoing transaortic valve replacement using radiomic analysis of computed tomography myocardial texture (Mostra >>)
MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures (Mostra >>)
Prognostic radiomic signature for head and neck cancer: Development and validation on a multi-centric MRI dataset (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 >>)
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 >>)
Association between ventricular repolarization parameters and cardiovascular death in patients of the SWISS-AF cohort (Mostra >>)
Automatic Identification of Failure in Hip Replacement: An Artificial Intelligence Approach (Mostra >>)
Diffusion-weighted MRI radiomics of spine bone tumors: feature stability and machine learning-based classification performance (Mostra >>)
Editorial: Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment (Mostra >>)
Ensemble classification combining ResNet and handcrafted features with three-steps training (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 >>)
Impacts of Cellular Electrophysiological Variability on Conduction Velocity Within Isolated Tissue and Depolarization and Repolarization Across the Whole Atrial Model (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 >>)
Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study (Mostra >>)
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection (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 >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
20/04/2025