Health Informatics Journal · 2016 · 13 citations · 11 references
ComputingHealth InformaticsHealth PromotionBig Data AnalyticsHealth Data AnalyticsMachine LearningElectronic Health Record AnalyticsLifestyle MedicineLifestyle ModificationMachine Learning For Big DataPhysical Activity PromotionWearable Health TechnologiesActivitiesActivities ParticipationBig Data ArchitectureHealth Care EconomicsLifestyle Intervention InformaticsMachine Learning For Health MonitoringMachine Learning For HealthcarePhysiological Signal Processing
The aging population and economic crisis specially in developed countries have as a consequence the reduction in funds dedicated to health care; it is then desirable to optimize the costs of public and private healthcare systems, reducing the affluence of chronic and dependent people to care centers; promoting healthy lifestyle and activities can allow people to avoid chronic diseases as for example hypertension. In this article, we describe a system for promoting an active and healthy lifestyle for people and to recommend with guidelines and valuable information about their habits. The proposed system is being developed around the Big Data paradigm using bio-signal sensors and machine-learning algorithms for recommendations.
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SemEval-2014 Task 7: Analysis of Clinical Text
Sameer Pradhan, Noémie Elhadad, Wendy W. Chapman et al. · 2014 · 214 citations · Full text
Satya S. Sahoo, Catherine Jayapandian, Gaurav Garg et al. · Journal of the American Medical Informatics Association · 2013 · 63 citations · Full text