DocumentCode
2949133
Title
Embedding patients confidential data in ECG signal for healthcare information systems
Author
Ibaida, Ayman ; Khalil, Ibrahim ; Al-Shammary, Dhiah
Author_Institution
Sch. of Comput. Sci. & IT, RMIT Univ., Melbourne, VIC, Australia
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
3891
Lastpage
3894
Abstract
In Wireless tele-cardiology applications, ECG signal is widely used to monitor cardiac activities of patients. Accordingly, in most e-health applications, ECG signals need to be combined with patient confidential information. Data hiding and watermarking techniques can play a crucial role in ECG wireless tele-monitoring systems by combining the confidential information with the ECG signal since digital ECG data is huge enough to act as host to carry tiny amount of additional secret data. In this paper, a new steganography technique is proposed that helps embed confidential information of patients into specific locations (called special range numbers) of digital ECG host signal that will cause minimal distortion to ECG, and at the same time, any secret information embedded is completely extractable. We show that there are 2.1475 × 109 possible special range numbers making it extremely difficult for intruders to identify locations of secret bits. Experiments show that percentage residual difference (PRD) of watermarked ECGs can be as low as 0.0247% and 0.0678% for normal and abnormal ECG segments (taken from MIT-BIH Arrhythmia database) respectively.
Keywords
data encapsulation; electrocardiography; medical information systems; telemedicine; watermarking; ECG signal; ECG wireless telemonitoring systems; MIT-BIH Arrhythmia database; data hiding; digital ECG host signal; e-health applications; healthcare information systems; patient confidential information; percentage residual difference; steganography technique; watermarking; wireless telecardiology applications; Data mining; Electrocardiography; Equations; Mathematical model; Medical services; Watermarking; Wireless sensor networks; Confidentiality; Electrocardiography; Humans; Information Systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5627671
Filename
5627671
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