Title :
Preliminary Level Cardiac Abnormality Detection Using Wireless Telecardiology System
Author :
Mitra, M. ; Mitra, S. ; Bera, J.N. ; Gupta, R. ; Chaudhuri, B.B.
Author_Institution :
Dept. of Appl. Phys., Calcutta Univ., Kolkata
Abstract :
This paper describes a portable diagnostic telecardiology system, aimed to benefit the rural people of a third world country like India. The designed system consists of two major blocks; the first one is required to be carried to the patient home, named ´Portable Telecardiology Kit´. The second one, named ´Automated Cardiac Signal Processor´, a PC based system, to be permanently placed at the nearest rural health care center. The ´Portable Telecardiology Kit´ contains a portable ECG machine, a dedicated microcontroller-based full duplex communication system, both interfaced, in a single enclosure. This kit will convert the ECG signal along with a tag page (containing different information regarding patient´s health and history of illness) to a digitized serial electromagnetic wave. The signal may be transmitted over a distance of about 7-10 km through a cordless phone under full duplex mode. The PC-based system, after receiving the transmitted signal from patient site, extract the ECG signal after proper filtering, and then pass the signal through an in-built knowledge-base. Finally, a rule-based rough set decision system is generated for the development of an inference engine for disease identification from these time-plane features. The system will generate a report indicating the preliminary level abnormalities, and the precautions that can be adopted at an early stage. The entire report is then sent to the Portable kit at the patient bed-site.
Keywords :
digital signal processing chips; diseases; electrocardiography; health care; inference mechanisms; knowledge based systems; medical diagnostic computing; medical information systems; medical signal processing; microcontrollers; telemedicine; ECG machine; automated cardiac signal processor; cordless phone; digitized serial electromagnetic wave; disease identification; full duplex mode; microcontroller-based full duplex communication system; portable diagnostic telecardiology system; preliminary level cardiac abnormality detection; rule-based rough set decision system; rural health care center; time-plane feature; wireless telecardiology system; Artificial neural networks; Discrete wavelet transforms; Diseases; Electrocardiography; Fuzzy neural networks; Medical services; Pattern recognition; Radiofrequency amplifiers; Set theory; Telemedicine; Algorithm; Bi-phase modulation; Electrocardiogram; Rough set; Rule based decision system.; Telecardiology;
Conference_Titel :
Digital Society, 2007. ICDS '07. First International Conference on the
Conference_Location :
Guadeloupe
Electronic_ISBN :
0-7695-2760-4
DOI :
10.1109/ICDS.2007.34