A Bayesian Network Analysis of the Probabilistic Relations between Risk Factors in the Predisposition to Type 2 Diabetes

Sambo, Francesco ;   Di Camillo, Barbara ;   Franzin, Alberto ;   Facchinetti, Andrea ;   Hakaste, Liisa ;   Kravic, Jasmina ;   Fico, Giuseppe ;   Tuomilehto, Jaakko ;   Groop, Leif ;   Gabriel, Rafael ;   Tuomi, Tiinamaija ;   Cobelli, Claudio

Tags Data miningKnowledge discovery and managementDecision support methods and systems

In order to better understand the relations between different risk factors in the predisposition to type 2 diabetes, we present a Bayesian...

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Data Integration Technologies to Improve Clinical Decisions on T2DM Patients

Segagni, Daniele ;   Sacchi, Lucia ;   Dagliati, Arianna ;   Tibollo, Valentina ;   Leporati, Paola ;   De Cata, Pasquale ;   Cerra, Carlo ;   Luca, Chiovato ;   Bellazzi, Riccardo

Tags Health information system interoperabilityData miningElectronic health records

To improve the access to medical information is necessary to design and implement integrated informatics techniques aimed to gather data...

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Diabetes Care Related Process Modeling using Process Mining Techniques. Lessons Learned in the Application of Interactive Pattern Recognition: Facing Spaghetti Effect

Fernandez-Llatas, Carlos ;   Martínez-Millana, Antonio ;   Martínez-Romero, Álvaro ;   Benedí, Jose Miguel ;   Traver, Vicente

Tags Personalised healthDecision support methods and systemsPersonal health systems

Diabetes is one of the metabolic disorders with more growth expectations in next decades. The literature points to a correct...

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Improving Risk-Stratification of Diabetes Complications using Temporal Data Mining

Sacchi, Lucia ;   Dagliati, Arianna ;   Segagni, Daniele ;   Leporati, Paola ;   Luca, Chiovato ;   Bellazzi, Riccardo

Tags Data miningDecision support methods and systemsHealth information systems

To understand which factor trigger worsened disease control is a crucial step in Type 2 Diabetes (T2D) patient management. The MOSAIC...

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Social Media for Empowering Patients with Diabetes

Gómez Gálvez, Pedro Javier ;   Cristina Suárez-Mejías, Cristina Suárez-Mejías ;   Fernandez-Luque, Luis

Tags Personal health systemsPersonal/consumer health informaticseHealth

The use of social media has become commonplace in society. Consequently, many people living with chronic conditions are turning to social media...

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Use of an Holistic Approach for Effective Adoption of User-Centred-Design Techniques in Diabetes Disease Management: Preliminary Experiences in User Need Elicitation

Fico, Giuseppe ;   Arredondo, María Teresa

Tags Personal health systemsComputer-aided decision makingeHealth

One of the most important challenges of designing eHealth tools for Chronic Disease Management is to understand how transforming...

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