Abstract
A reliable medical image management must ensure proper safeguarding of the electronic health records. Safeguarding the medical information of the patients is a major concern in all hospitals. Digital watermarking is a technique popularly used to protect the confidentiality of medical information and maintaining them which enhances patient health awareness. In this paper, we propose a blend of discrete wavelet transform (DWT) and singular value decomposition (SVD) for watermarking the EHR. The EHR is further encrypted using key-based encryption method for access control. The SVD is applied to the approximate and vertical coefficients of the wavelet transform. The technique improves EHR protection and facilitates in accounting for performance parameters like peak signal-to-noise ratio (PSNR) and mean square error (MSE). Additionally, the properties of gray-level co-occurrence matrix like normalized cross-correlation (NC), wavelet energies, and homogeneity between the pixel pairs of host and the encrypted watermarked EHR are exploited.
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References
Burr, T., Klamann, R., Michalak, S., Picard, R.: Generation of Synthetic BioSense Data. Los Alamos National Laboratory Report LA-UR-05-7841 (2005)
Neamatullah, I., Douglass, M., Lehman, L., Reisner, A., Villaroel, M., Long, W., Szolavits, P., Moody, G., Mark, R., Clifford, G.: Automated de-identification of free-text medical records. BMC Biomed. Inform. Decis. Making 8, 32 (2008)
El Emam, K., Dankar, F.K., Issa, R., Jonker, E., Amyot, D., Cogo, E., Corriveau, J.P., Walker, M., Chowdhury, S., Vaillancourt, R., Roffey, T., Bottomley, J.: A globally optimal k-anonymity method for the de-identification of health data. J. Am. Med. Inform. Assoc. 16(5), 670–682 (2009)
Sinha, M.K., Rai, R.K., Kumar, G.: Study of different digital watermarking schemes and its applications. Int. J. Sci. Prog. Res. (IJSPR) 03(2) 2014
Singh, O.P., Kumar, S., Mishra, G.R., Pandey, C., Singh, V.: Study of watermarking. Int. J. Sci. Res. Publ. 2(10) (2012) 1 ISSN 2250-3153
Lavanya, A., Natarajan, V.: Watermarking patient data in encrypted medical images. In: Sadhana Indian Academy of Science Conference on Artificial Intelligence in Computer Science, Malaysia, Vol. 37, pp. 723–729, Part 6, December 2012, pp. 147–156 (2013)
Benaloh, J., Chase, M., Horvitz, E., Lauter, K.: Patient controlled encryption: ensuring privacy of electronic medical records, CCSW’09, November 13, Chicago, Illinois, USA (2009)
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© 2016 Springer Science+Business Media Singapore
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Sujatha, B.K., Mamtha Mohan, Preksha Raj, S.B. (2016). An Approach to Protect Electronic Health Records. In: Pant, M., Deep, K., Bansal, J., Nagar, A., Das, K. (eds) Proceedings of Fifth International Conference on Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 437. Springer, Singapore. https://doi.org/10.1007/978-981-10-0451-3_40
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DOI: https://doi.org/10.1007/978-981-10-0451-3_40
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