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
fDate :
Aug. 31 2010-Sept. 4 2010
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627671