A Data Gathering Framework to Collect Type 2 Diabetes Patients Data

Dagliati, Arianna ;   Sacchi, Lucia ;   Bucalo, Mauro ;   Daniele, Segagni ;   Zarkogianni, Konstantia ;   Martínez-Millana, Antonio ;   Cancela, Jorge ;   Sambo, Francesco ;   Fico, Giuseppe ;   Meneu, Teresa ;   Cerra, Carlo ;   Nikita, Konstantina ;   Cobelli, Claudio ;   Luca, Chiovato ;   Arredondo, María Teresa ;   Bellazzi, Riccardo

Tags Database design for health information systemsHealth information systems for chronic disease managementSystem integration for healthcare

In this work, we present a framework implemented within the EU project MOSAIC, funded under the FP7 framework, to gather Type 2 Diabetes...

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Can Continuous Glucose Monitoring Identify Risk Factors in Type 1 and Type 2 Diabetes? a Literature Review

María, Miguel ;   Cancela, Jorge ;   Fico, Giuseppe ;   Facchinetti, Andrea ;   Cobelli, Claudio ;   Arredondo, María Teresa

Tags Health risk evaluation and modelingBiomedical modeling and simulationBiomarker discovery and biomedical model development

Self-monitoring of blood glucose has been used for many years to control glucose levels in diabetic patients. This method is a quick and easy...

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Neuro-Fuzzy Based Glucose Prediction Model for Patients with Type 1 Diabetes Mellitus

Zarkogianni, Konstantia ;   Mitsis, Konstantinos ;   Arredondo, María Teresa ;   Fico, Giuseppe ;   Fioravanti, Alessio ;   Nikita, Konstantina

Tags Biomedical modeling and simulationPersonalized predictive modeling for clinicalPhysiological modeling

This paper presents the design, the development and the evaluation of a personalized glucose prediction model for patients with Type 1...

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Temporal Data Mining and Process Mining Techniques to Identify Cardiovascular Risk-Associated Clinical Pathways in Type 2 Diabetes Patients

Dagliati, Arianna ;   Bellazzi, Riccardo ;   Sacchi, Lucia ;   Luca, Chiovato ;   Leporati, Paola ;   Holmes, John H. ;   De Cata, Pasquale ;   Cerra, Carlo

Tags Analytics for clinical careBiomedical data miningHealthcare workflow mining

In this work we present the results of a workflow mining approach to analyze complex temporal datasets of Type 2 Diabetes (T2D) patients....

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