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author:

Yang, Yang (Yang, Yang.) [1] | Deng, Robert H. (Deng, Robert H..) [2] | Liu, Ximeng (Liu, Ximeng.) [3] | Wu, Yongdong (Wu, Yongdong.) [4] | Weng, Jian (Weng, Jian.) [5] | Zheng, Xianghan (Zheng, Xianghan.) [6] | Rong, Chunming (Rong, Chunming.) [7]

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Abstract:

In this article, we propose a privacy-preserving medical treatment system using nondeterministic finite automata (NFA), hereafter referred to as P-Med, designed for remote medical environment. P-Med makes use of the nondeterministic transition characteristic of NFA to flexibly represent medical model, which includes illness states, treatment methods and state transitions caused by exerting different treatment methods. A medical model is encrypted and outsourced to cloud to deliver telemedicine service. Using P-Med, patient-centric diagnosis and treatment can be made on-the-fly while protecting the confidentiality of patient's illness states and treatment recommendation results. Moreover, a new privacy-preserving NFA evaluation method is given in P-Med to get a confidential match result for the evaluation of an encrypted NFA and an encrypted data set, which avoids the cumbersome inner state transition determination. We demonstrate that P-Med realizes treatment procedure recommendation without privacy leakage to unauthorized parties. We conduct extensive experiments and analysis to evaluate the efficiency. © 2013 IEEE.

Keyword:

Diagnosis Diseases Finite automata Patient treatment Privacy-preserving techniques

Community:

  • [ 1 ] [Yang, Yang]Xidian University, State Key Laboratory of Integrated Services Networks, Xi'an, Shaanxi; 710071, China
  • [ 2 ] [Yang, Yang]Fuzhou University, College of Mathematics and Computer Science, Fuzhou, Fujian; 350108, China
  • [ 3 ] [Yang, Yang]Guangdong Provincial Key Laboratory of Data Security and Privacy Protection, Guangzhou; 510632, China
  • [ 4 ] [Yang, Yang]Minjiang University, Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Fuzhou; 350108, China
  • [ 5 ] [Deng, Robert H.]Singapore Management University, School of Information Systems, Singapore; 188065, Singapore
  • [ 6 ] [Liu, Ximeng]Fuzhou University, College of Mathematics and Computer Science, Fuzhou, Fujian; 350108, China
  • [ 7 ] [Wu, Yongdong]Jinan University, Department of Computer Science, Guangdong, Guangzhou; 510632, China
  • [ 8 ] [Weng, Jian]Jinan University, Department of Computer Science, Guangdong, Guangzhou; 510632, China
  • [ 9 ] [Zheng, Xianghan]Fuzhou University, College of Mathematics and Computer Science, Fuzhou, Fujian; 350108, China
  • [ 10 ] [Rong, Chunming]University of Stavanger, Department of Electronic Engineering and Computer Science, Stavanger; 4021, Norway
  • [ 11 ] [Rong, Chunming]MingByte Technology, Shandong, Qingdao; 266000, China

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Source :

IEEE Transactions on Cloud Computing

Year: 2022

Issue: 3

Volume: 10

Page: 2020-2037

6 . 5

JCR@2022

5 . 3 0 0

JCR@2023

ESI HC Threshold:61

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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