Skip to main content
Log in

Protecting patient confidential information based on ECG reversible data hiding

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

Abstract

Nowadays telecardiology is widely popular due to the fact that an increasing number of people are suffering from cardiac disease in the world. Therefore huge amount of ECG signal as well as patient confidential information will be transmitted via the Internet. Ibaida’s wavelet-based data hiding technique aims to protect patient confidential data utilizing ECG signal as a host media. But it cannot completely reconstruct the original ECG signal. Any alteration of the ECG may lead to an inaccurate diagnosis conclusion drawn by the doctor, which cannot be accepted by patients. In this paper, our elemental standpoint requires that both patient information and ECG signal must be perfectly restored at the extraction side. Firstly a method is proposed to embed patient confidential data into ECG signal, while keeping its high visual quality. Then we use a unified embedding-scrambling method to guarantee the security of patient privacy as well as the ECG signal itself. The structure of watermarked ECG signal is severely deconstructed. Both of the experimental results demonstrate that our proposed methods are reversible. Moreover the latter scheme can achieve high information payload.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Birati E, Roth A (2011) Telecardiology. Isr Med Assoc J 13:498–503

    Google Scholar 

  2. Dragoi I (2014) Local-prediction-based difference expansion reversible watermarking. IEEE Trans Image Process 23(4):1779–1790

    Article  MathSciNet  Google Scholar 

  3. Fridrich J, Goljan M (2002) Lossless data embedding for all image formats. In: SPIE proceedings of photonics west, electron. imaging, security and watermarking of multimedia contents, vol 4675, pp 572–583

  4. Huffman DA (1952) A method for the construction of minimun-redundancy codes. Proc IRE 1098–1102

  5. Ibaida A, Khalil I (2013) Wavelet-based ECG steganography for protecting patient confidential information in point-of-care systems. IEEE Trans Biomed Eng 60 (12):3322–3330

    Article  Google Scholar 

  6. Lin Y, Jan I, Ko P, Chen Y, Wong J, Jan G (2004) A wireless PDA-based physiological monitoring system for patient transport. IEEE Trans Inf Technol Biomed 8(4):439–447

    Article  Google Scholar 

  7. Moody CB, Mark RG (2002) The impact of the MIT-BIH arrhythmia database. IEEE Eng Med Biol Mag 3(20):45–50

    Google Scholar 

  8. Ni Zh, Shi YQ, Ansari N, Su W (2006) Reversible data hiding. IEEE Trans Circ Syst Video Technol 16(3):354–362

    Article  Google Scholar 

  9. Qin C, Chang C, Huang Y, Liao L (2013) An inpainting-assisted reversible steganographic scheme using a histogram shifting mechanism. IEEE Trans Circ Syst Video Technol 23(7):1109–1108

    Article  Google Scholar 

  10. Rad RM, Wong K, Guo J (2014) An unified data embedding and scrambling method. IEEE Trans Image Process 23(4):1463–1475

    Article  MathSciNet  Google Scholar 

  11. Song XG, Deng QK (2004) On the format of MIT-BIH arrhythmia database. Chin J Med Phys 21(4):230–232

  12. Thodi D, Rodriguez J (2004) Reversible watermarking by prediction-error expansion. In: Proceedings of IEEE, southwest symposium on image analysis and interpretation, pp 21–25

  13. Thodi DM, Rodriguez JJ (2007) Expansion embedding techniques for reversible watermarking. IEEE Trans Image Process 16(3):721–730

    Article  MathSciNet  Google Scholar 

  14. Tian J (2003) Reversible data embedding using a difference expansion. IEEE Trans Circ Syst Video Technol 13(8):890–896

    Article  Google Scholar 

  15. Zhang W, Hu X, Li X, Yu N (2013) Recursive histogram modification: establishing equivalency between reversible data hiding and lossless data compression. IEEE Trans Image Process 22(7):2775–2785

    Article  Google Scholar 

  16. Zheng K, Qian X (2008) Reversible data hiding for electrocardiogram signal based on wavelet transforms. Computat Intell Secur 1:295–299

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Weiming Zhang.

Additional information

This work was supported in part by the Natural Science Foundation of China under Grant 61170234 and Grant 60803155 and by the Strategic and Piloted Project of CAS under Grant XDA06030601.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, H., Zhang, W. & Yu, N. Protecting patient confidential information based on ECG reversible data hiding. Multimed Tools Appl 75, 13733–13747 (2016). https://doi.org/10.1007/s11042-015-2706-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-015-2706-2

Keywords

Navigation