Privacy-Preserving Patient-Centric Clinical Decision Support System on Naive Bayesian Classification

Privacy-Preserving Patient-Centric Clinical Decision Support System on Naive Bayesian Classification

Abstract— Privacy-Preserving Patient-Centric Clinical Decision Support System on Naive Bayesian Classification.Clinical decision support system, which uses advanced data mining techniques to help clinician make proper decisions, has received considerable attention recently. The < advantages > of clinical decision support system include not only improving diagnosis accuracy but also reducing diagnosis time. Specifically, with large amounts of clinical data generated every day, na¨ıve Bayesian classification can be utilized to excavate valuable information to improve clinical decision < Final Year Projects 2016 >support system. Although clinical decision support system is quite promising, the flourish of the system still faces many challenges including information security and privacy concerns. We propose a new privacy-preserving patient-centric clinical decision support system.