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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.
DocenteCaiani Enrico Gianluca
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/06 - Bioingegneria Elettronica E Informatica
Curriculum VitaeScarica il CV (775.91Kb - 17/01/2022)

Orario di ricevimento
DEIB - Bioingegneria, Ed.21, 3° Piano------VenerdìDalle 10:00
Alle 11:30
02.2399.3390---prenotarsi via mail o telefono
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 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
Geospatial analysis of short-term exposure to air pollution and risk of cardiovascular diseases and mortality–A systematic review (Mostra >>)
Implementation of a GEOAI model to assess the impact of agricultural land on the spatial distribution of PM2.5 concentration (Mostra >>)
State-of-art in modelling particulate matter (PM) concentration: a scoping review of aims and methods (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market Surveillance (Mostra >>)
Heat Waves and Cardiovascular Events in Milan, Italy: A Geospatial Case-Crossover Approach Using Data from Emergency Medical Services (Mostra >>)
Land use influence on ambient PM2.5 and ammonia concentrations: Correlation analyses in the Lombardy region, Italy (Mostra >>)
Long-term analysis of cardiac electro-mechanical activity during the two analog lunar missions EMMPOL 10 and EMMPOL 11 (Mostra >>)
Articoli su riviste
A deep-learning approach for myocardial fibrosis detection in early contrast-enhanced cardiac CT images (Mostra >>)
A token-mixer architecture for CAD-RADS classification of coronary stenosis on multiplanar reconstruction CT images (Mostra >>)
Artificial intelligence in medical device software and high-risk medical devices - a review of definitions, expert recommendations and regulatory initiatives (Mostra >>)
Blood pressure variability: methodological aspects, clinical relevance and practical indications for management - a European Society of Hypertension position paper (Mostra >>)
Detection of patients with COVID-19 by the emergency medical services in Lombardy through an operator-based interview and machine learning models (Mostra >>)
Device Orientation Independent Human Activity Recognition Model for Patient Monitoring Based on Triaxial Acceleration (Mostra >>)
Heatwave Definition and Impact on Cardiovascular Health: A Systematic Review (Mostra >>)
New perspectives for hypertension management: progress in methodological and technological developments (Mostra >>)
The digital journey: 25 years of digital development in electrophysiology from an Europace perspective (Mostra >>)
Theoretical framework to develop an urban health index using built environment variables: the case of Ferrara, Italy (Mostra >>)
Validation of CORE-MD PMS Support Tool: A Novel Strategy for Aggregating Information from Notices of Failures to Support Medical Devices’ Post-Market Surveillance (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 Novel Data Science Approach to Personas' Creation to Study Willingness to Receive Vaccination in the General Population (Mostra >>)
Microgravity-induced alterations of cardiac mechanical activity assessed through the analysis of seismocardiographic signal morphology (Mostra >>)
Articoli su riviste
Assessment of the relationship between regional wall motion abnormality score revealed by parametric imaging and the extent of LGE with CMR (Mostra >>)
Automated classification of hand gestures using a wristband and machine learning for possible application in pill intake monitoring (Mostra >>)
COVID-19 and mental disorders in Healthcare Personnel: A Novel Framework to Develop Personas from an Online Survey (Mostra >>)
Cardiovascular deconditioning and impact of artificial gravity during 60-day head-down bed rest-Insights from 4D flow cardiac MRI (Mostra >>)
Cardiovascular magnetic resonance images with susceptibility artifacts: artificial intelligence with spatial-attention for ventricular volumes and mass assessment (Mostra >>)
Decision Support Systems in HF based on Deep Learning Technologies (Mostra >>)
Digital Health Services through Patient Empowerment: Classification, Current State and Preliminary Impact Assessment by Health Pod Systems (Mostra >>)
ESC Working Group on e-Cardiology Position Paper: accuracy and reliability of electrocardiogram monitoring in the detection of atrial fibrillation in cryptogenic stroke patients (Mostra >>)
Editorial: Digital Solutions in Cardiology (Mostra >>)
Generating High-Granularity COVID-19 Territorial Early Alerts Using Emergency Medical Services and Machine Learning (Mostra >>)
Improved clinical investigation and evaluation of high-risk medical devices: the rationale and objectives of CORE-MD (Coordinating Research and Evidence for Medical Devices) (Mostra >>)
Six Drivers to Face the XXI Century Challenges and Build the New Healthcare System: "La Salute in Movimento" Manifesto (Mostra >>)
Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
A framework for risk stratification of burnout due to Covid-19 in nurses using personas creation (Mostra >>)
Contributo in Atti di convegno
Alteration of the relationship between ventricular repolarization and heart rate induced by 60-day head-down bed rest (Mostra >>)
Assessing Cardiac Electro-Mechanical Deconditioning during Bed Rest Using Smartphone's Inertial Sensors (Mostra >>)
Detecting Heart Rate from Virtual Reality Headset-Embedded Inertial Sensors: A Kinetic Energy Approach (Mostra >>)
Articoli su riviste
Automated classification of cancer morphology from Italian pathology reports using Natural Language Processing techniques: A rule-based approach (Mostra >>)
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network (Mostra >>)
Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions (Mostra >>)
Cardiac adaptations to 60 day head-down-tilt bed rest deconditioning. Findings from the AGBRESA study (Mostra >>)
Come gestire gli aspetti regolatori per le terapie digitali (Mostra >>)
ESC working group on e-cardiology position paper: use of commercially available wearable technology for heart rate and activity tracking in primary and secondary cardiovascular prevention-in collaboration with the European Heart Rhythm Association, European Association of Preventive Cardiology, Association of Cardiovascular Nursing and Allied Professionals, Patient Forum, and the Digital Health Committee (Mostra >>)
Evaluation of Cardiac Circadian Rhythm Deconditioning Induced by 5-to-60 Days of Head-Down Bed Rest (Mostra >>)
Geospatial Correlation Analysis between Air Pollution Indicators and Estimated Speed of COVID-19 Diffusion in the Lombardy Region (Italy) (Mostra >>)
Improved clinical investigation and evaluation of high-risk medical devices: the rationale and objectives of CORE–MD (Coordinating Research and Evidence for Medical Devices) (Mostra >>)
Machine learning prediction models for mitral valve repairability and mitral regurgitation recurrence in patients undergoing surgical mitral valve repair (Mostra >>)
Predicting Long-Term Mortality in TAVI Patients Using Machine Learning Techniques (Mostra >>)
Validazione tecnica delle terapie digitali (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributi su volumi (Capitolo o Saggio)
Psycho-cognitive factors orienting ehealth development and evaluation (Mostra >>)
Contributo in Atti di convegno
A Novel Approach Based on Spatio-temporal Features and Random Forest for Scar Detection Using Cine Cardiac Magnetic Resonance Images (Mostra >>)
Automated Left and Right Chamber Segmentation in Cardiac MRI Using Dense Fully Convolutional Neural Network (Mostra >>)
Comparison of the short-term acute cardiovascular response between Head-Down (-6 degrees) and Horizontal Bed Rest (Mostra >>)
Evaluation of the Changes in RR and QT Circadian Rhythms in Bedridden Subjects (Mostra >>)
Articoli su riviste
3D right ventricular endocardium segmentation in cardiac magnetic resonance images by using a new inter-modality statistical shape modelling method (Mostra >>)
Analysis of changes in cardiac circadian rhythms of RR and QT induced by a 60-day head-down bed rest with and without nutritional countermeasure (Mostra >>)
Cardiovascular adaptation to simulated microgravity and countermeasure efficacy assessed by ballistocardiography and seismocardiography (Mostra >>)
Development of a Novel Framework to Propose New Strategies for Automated External Defibrillators Deployment Targeting Residential Out-Of-Hospital Cardiac Arrests: Application to the City of Milan (Mostra >>)
Feasibility of Heart Rate and Respiratory Rate Estimation by Inertial Sensors Embedded in a Virtual Reality Headset (Mostra >>)
Implementing the new European regulations on medical devices-clinical responsibilities for evidence-based practice: A report from the regulatory affairs committee of the European society of cardiology (Mostra >>)
Mapping spatiotemporal diffusion of COVID-19 in Lombardy (Italy) on the base of emergency medical services activities (Mostra >>)
Mobile health applications for managing atrial fibrillation for healthcare professionals and patients: A systematic review (Mostra >>)
Predictive Value of Pre-Operative 2D and 3D Transthoracic Echocardiography in Patients Undergoing Mitral Valve Repair: Long Term Follow Up of Mitral Valve Regurgitation Recurrence and Heart Chamber Remodeling (Mostra >>)
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