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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
LecturerCaiani Enrico Gianluca
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/06 - Electronic And Informatics Bioengineering
Curriculum VitaeDownload CV (775.91Kb - 17/01/2022)

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DEIB - Bioingegneria, Ed.21, 3° Piano------FridayFrom 10:00
To 11:30
02.2399.3390---prenotarsi via mail o telefono
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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
Journal Articles
Geospatial analysis of short-term exposure to air pollution and risk of cardiovascular diseases and mortality–A systematic review (Show >>)
Implementation of a GEOAI model to assess the impact of agricultural land on the spatial distribution of PM2.5 concentration (Show >>)
State-of-art in modelling particulate matter (PM) concentration: a scoping review of aims and methods (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
Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market Surveillance (Show >>)
Heat Waves and Cardiovascular Events in Milan, Italy: A Geospatial Case-Crossover Approach Using Data from Emergency Medical Services (Show >>)
Land use influence on ambient PM2.5 and ammonia concentrations: Correlation analyses in the Lombardy region, Italy (Show >>)
Long-term analysis of cardiac electro-mechanical activity during the two analog lunar missions EMMPOL 10 and EMMPOL 11 (Show >>)
Journal Articles
A deep-learning approach for myocardial fibrosis detection in early contrast-enhanced cardiac CT images (Show >>)
A token-mixer architecture for CAD-RADS classification of coronary stenosis on multiplanar reconstruction CT images (Show >>)
Artificial intelligence in medical device software and high-risk medical devices - a review of definitions, expert recommendations and regulatory initiatives (Show >>)
Blood pressure variability: methodological aspects, clinical relevance and practical indications for management - a European Society of Hypertension position paper (Show >>)
Detection of patients with COVID-19 by the emergency medical services in Lombardy through an operator-based interview and machine learning models (Show >>)
Device Orientation Independent Human Activity Recognition Model for Patient Monitoring Based on Triaxial Acceleration (Show >>)
Heatwave Definition and Impact on Cardiovascular Health: A Systematic Review (Show >>)
New perspectives for hypertension management: progress in methodological and technological developments (Show >>)
The digital journey: 25 years of digital development in electrophysiology from an Europace perspective (Show >>)
Theoretical framework to develop an urban health index using built environment variables: the case of Ferrara, Italy (Show >>)
Validation of CORE-MD PMS Support Tool: A Novel Strategy for Aggregating Information from Notices of Failures to Support Medical Devices’ Post-Market Surveillance (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 Novel Data Science Approach to Personas' Creation to Study Willingness to Receive Vaccination in the General Population (Show >>)
Microgravity-induced alterations of cardiac mechanical activity assessed through the analysis of seismocardiographic signal morphology (Show >>)
Journal Articles
Assessment of the relationship between regional wall motion abnormality score revealed by parametric imaging and the extent of LGE with CMR (Show >>)
Automated classification of hand gestures using a wristband and machine learning for possible application in pill intake monitoring (Show >>)
COVID-19 and mental disorders in Healthcare Personnel: A Novel Framework to Develop Personas from an Online Survey (Show >>)
Cardiovascular deconditioning and impact of artificial gravity during 60-day head-down bed rest-Insights from 4D flow cardiac MRI (Show >>)
Cardiovascular magnetic resonance images with susceptibility artifacts: artificial intelligence with spatial-attention for ventricular volumes and mass assessment (Show >>)
Decision Support Systems in HF based on Deep Learning Technologies (Show >>)
Digital Health Services through Patient Empowerment: Classification, Current State and Preliminary Impact Assessment by Health Pod Systems (Show >>)
ESC Working Group on e-Cardiology Position Paper: accuracy and reliability of electrocardiogram monitoring in the detection of atrial fibrillation in cryptogenic stroke patients (Show >>)
Editorial: Digital Solutions in Cardiology (Show >>)
Generating High-Granularity COVID-19 Territorial Early Alerts Using Emergency Medical Services and Machine Learning (Show >>)
Improved clinical investigation and evaluation of high-risk medical devices: the rationale and objectives of CORE-MD (Coordinating Research and Evidence for Medical Devices) (Show >>)
Six Drivers to Face the XXI Century Challenges and Build the New Healthcare System: "La Salute in Movimento" Manifesto (Show >>)
Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy (Show >>)

List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
A framework for risk stratification of burnout due to Covid-19 in nurses using personas creation (Show >>)
Conference proceedings
Alteration of the relationship between ventricular repolarization and heart rate induced by 60-day head-down bed rest (Show >>)
Assessing Cardiac Electro-Mechanical Deconditioning during Bed Rest Using Smartphone's Inertial Sensors (Show >>)
Detecting Heart Rate from Virtual Reality Headset-Embedded Inertial Sensors: A Kinetic Energy Approach (Show >>)
Journal Articles
Automated classification of cancer morphology from Italian pathology reports using Natural Language Processing techniques: A rule-based approach (Show >>)
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network (Show >>)
Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions (Show >>)
Cardiac adaptations to 60 day head-down-tilt bed rest deconditioning. Findings from the AGBRESA study (Show >>)
Come gestire gli aspetti regolatori per le terapie digitali (Show >>)
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 (Show >>)
Evaluation of Cardiac Circadian Rhythm Deconditioning Induced by 5-to-60 Days of Head-Down Bed Rest (Show >>)
Geospatial Correlation Analysis between Air Pollution Indicators and Estimated Speed of COVID-19 Diffusion in the Lombardy Region (Italy) (Show >>)
Improved clinical investigation and evaluation of high-risk medical devices: the rationale and objectives of CORE–MD (Coordinating Research and Evidence for Medical Devices) (Show >>)
Machine learning prediction models for mitral valve repairability and mitral regurgitation recurrence in patients undergoing surgical mitral valve repair (Show >>)
Predicting Long-Term Mortality in TAVI Patients Using Machine Learning Techniques (Show >>)
Validazione tecnica delle terapie digitali (Show >>)

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Psycho-cognitive factors orienting ehealth development and evaluation (Show >>)
Conference proceedings
A Novel Approach Based on Spatio-temporal Features and Random Forest for Scar Detection Using Cine Cardiac Magnetic Resonance Images (Show >>)
Automated Left and Right Chamber Segmentation in Cardiac MRI Using Dense Fully Convolutional Neural Network (Show >>)
Comparison of the short-term acute cardiovascular response between Head-Down (-6 degrees) and Horizontal Bed Rest (Show >>)
Evaluation of the Changes in RR and QT Circadian Rhythms in Bedridden Subjects (Show >>)
Journal Articles
3D right ventricular endocardium segmentation in cardiac magnetic resonance images by using a new inter-modality statistical shape modelling method (Show >>)
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 (Show >>)
Cardiovascular adaptation to simulated microgravity and countermeasure efficacy assessed by ballistocardiography and seismocardiography (Show >>)
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 (Show >>)
Feasibility of Heart Rate and Respiratory Rate Estimation by Inertial Sensors Embedded in a Virtual Reality Headset (Show >>)
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 (Show >>)
Mapping spatiotemporal diffusion of COVID-19 in Lombardy (Italy) on the base of emergency medical services activities (Show >>)
Mobile health applications for managing atrial fibrillation for healthcare professionals and patients: A systematic review (Show >>)
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 (Show >>)
manifesti v. 3.6.1 / 3.6.1
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