LiveZilla Live Chat Software
Warning STRICT ERROR REPORTING IS ON
Privacy-Preserving Patient-Centric Clinical Decision Support System on Naive Bayesian Classification

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

Starting at: Rs.4,500.00

4500 reward points

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®five Bayesian classification can be utilized to excavate valuable information to improve clinical decision 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, which helps clinician complementary to diagnose the risk of patientsí disease in a privacy-preserving way. In the proposed system, the past patientsí historical data are stored in cloud and can be used to train the na®ive Bayesian classifier without leaking any individual patient medical data, and then the trained classifier can be applied to compute the disease risk for new coming patients and also allow these patients to retrieve the top-k disease names according to their own preferences. Specifically, to protect the privacy of past patientsí historical data, a new cryptographic tool called additive homomorphic proxy aggregation scheme is designed. Moreover, to leverage the leakage of na®ive Bayesian classifier, we introduce a privacy-preserving top-k disease names retrieval protocol in our system. Detailed privacy analysis ensures that patientís information is private and will not be leaked out during the disease diagnosis phase. In addition, performance evaluation via extensive simulations also demonstrates that our system can efficiently calculate patientís disease risk with high accuracy in a privacy-preserving way.



ClickMyProject Specifications
Including Packages
Specialization
* Supporting Softwares * 24/7 Support
* Complete Source Code * Ticketing System
* Complete Documentation * Voice Conference
* Complete Presentation Slides * Video On Demand *
* Flow Diagram * Remote Connectivity *
* Database File * Code Customization **
* Screenshots * Document Customization **
* Execution Procedure * Live Chat Support
* Readme File * Toll Free Support *
* Addons
* Video Tutorials

*- PremiumSupport Service (Based on Service Hours) ** - Premium Development Service (Based on Requirements)


Add to Cart:

  • Model: PROJ5486
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

Please Choose:

Downloadable







This product was added to our catalog on Tuesday 20 September, 2016.

  0