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sumiati - -
Haris Triono Sigit
Kusprianto - -
Hasballah - -


Abstract: Heart disease is the number one cause of death in the world. Heart disease is one of the most common diseases and one of the highest causes of death in Indonesia (Ministry of Health, 2017). Health disease isn’t easy to detect because it can’t be seen physically, requiring a tool to monitor heart condition, i.e. Electrocardiogram (ECG). Although the result of electrocardiogram  measurement is time graph to voltage called electrocardiogram (ECG), it can analyze and identify patient’s heart condition automatically, only displaying seven criteria in interpreting  Electrocardiogram (ECG) result, i.e. Heart Rate, Rhythm), P Wave, P-QRS Distance (PR Interval), QRS Complex (PR Interval), QRS Complex, S_T Segment and T Wave. Therefore, it requires specialist ability to interpret the result of measurement of heart muscle activity. That’s why there are many cases of heart disease which are treated late, because analysis takes a long time. Despite obtaining ECG data, it’s difficult to know information in ECG record result. To read ECG record, one must have experience and knowledge on health disease and its symptoms. Manual extraction of important information of signals in ECG is very inefficient due to the amount of data to observe.


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Antoni Rogalski, 2011, Infrared Detector, 2nd Edition, CRC Press, Taylor & Francis Group, USA. al†Implementasi Telemedicine menggunakan IPATHâ€

Atalapu, Putri. (2012) “Implementasi Location Based Srvice Berbasis Cell Id Untuk Anjungan Provinsi Suawesi Selatan Taman Mini Indonesia Indah (TMII) Memanfaatkan Teknologi Augmented Realityâ€. Jurnal Teknik Informatika. hlm. 3

Backman.W. et al. ( 2010 ). The telecardiology revolution: improving the management of cardiac disease in primary care. Journal of Royal socieyy of Medicine: 10.1258.

Computer Vision Test Image. (n.d.). Retrieved May 04, 2011, from Computer Vision Homepage:

C. S. Pattichis, E. Kyriacou, S. Voskarides, M. S. Pattichis, R. Istepanian, “Wireless telemedicine Systems: An Overview,†IEEE Antennas and Propagation Magazine, vol 44, no. 2, pp.143-153, 2002.

Dr Jem Rashbass and Professor Peter Furness,2005,Telepathology: Guidance from The Royal College of Pathologists

D.Giansanti, L.Castrichella, and M.R. Giovagnoli, Telepathology Requires Speciï¬c Training for the Technician in the Biomedical Laboratory, TELEMEDICINE and e-HEALTH Vol. 14 No. 8,October 2008

E. Kyriacou, M.S. Pattichis, C.S. Pattichis, A. Panayides, and A. Pitsillides, “m-Health e-Emergency Systems: Current Status and Future Directions,†IEEE Antennas and Propagation Magazine, vol. 49, no.1, pp. 216-231, Feb. 2007.

Eung Seok Lee, M.D,et all,2002, Practical Telepathology Using a Digital Camera and the Internet,telemedicine journal and e-health volume 8, number 2

Goh .K.W. et al. ( 2006 ).Issues in implementing a knowledge based ECG analyzer for personal mobile health monitoring.Confrence Proceedings. IEEE . Engineeringin Medical and Biology Society .1:6265-6268,New York,Ny, ISSN 1557-170X.

G. E. Moore, “Cramming more components onto integrated circuits,†Electronics, vol. 38, no. 8, Apr. 1965

Gamira, Rina. Telkom Kembangkan Aplikasi Telemedicine. , dipublikasikan Kamis 10 Mei 2012, diakses 10 Mei 2012.

N. Rutt et al, 2005, Infrared Physics & Technology, Volume 16, Elsevier, USA.

H. S. Ng, M. L. Sim, C. M. Tan, and C. C. Wong, “Wireless technologies for telemedicine,†BT Technology Journal, Springer Netherlands, vol. 24, no. 2, pp. 130–137, 2006

Helmut Budzier, Gerald Gerlach, Thermal Infrared Sensors: Theory, Optimisation and Practice, USA

Hailey. D. et al . ( 2004). Published evidenceon the success of telecardiology: Amixed record. Journal of Telemedicine and telecare.Vol.10,Suppl1,pp.36-38,ISSN 1357-633%

Hariyati RTS, & Sahar J. ( 2012 ). Perceptions of Nursing Care for cardiovascular cases, Knowledge on the Telehealth and Telecardiology in Indonesia. International Journal of Collaborative Research on Internal Medicine & Public health; 4(2):116-128.

Iman Soeharto, 2004, Penyakit Jantung Korone dan Serangan Jantung: Panduan bagi Masyarakat Umum, Gramedia Pustaka Utama, Indonesia.

Ilmu Patologi Anatomi Kurang Diminati. Republika Online. Diakses pada 2 Februari 2008

John R. Cameron, James G.Skofronik, Roderick M. Grant, 1999, Physics of the Body, 2nd Edition, Medical Physics Publishing Corpo, USA.

J. Settakorn, T. Kuakpaetoon, F.J.W.-M. Leong, K. Hamprasert, and K. Ichijima, Store-and-Forward Diagnostic Telepathology of Small Biopsies by E-Mail Attachment: A Feasibility Pilot Study with a View for Future Application in Thailand Diagnostic Pathology Services, Telemedicine Journal And E-Health, Volume 8, Number 3, 2002

Jie Zhou, M.A. Hogarth, R.F. Walters, R.Green, and T.S. NESBITT, Hybrid System for Telepathology, Human Pathology, Volume 31, No. 7 July 2000

Kusumadewi, Sri, dkk. Informatika Kesehatan. Graha Ilmu. Yogyakarta. 2009

Liberman. J. et al. ( 2008 ). How telemedicine is aiding prompt ECG diagnosis in primary care .Br J Community Nurs;13:123-6

Leonard S L.( 2005 ). Pathophysiology of Heart Disease. Philadelpia: Lippincott Williams & Wilkins.

Molinari. G. et al. ( 2002 ) The role of telecardiology in supporting the decition –making process of general practitioners during the management of patients with suspected cardiac event. J Telemed Telecare;8:9-101

Martinez A, Villarroel V, Seoane J, Del Pozo F Rural telemedicine for primary health care in developing countries, IEEE Technology and society magazine, Summer 2004.p 13-22

National Clinical Guideline For Acute and Chronic ( 2010 ).NICE Clinical Guideline 95.Chest pain of recent onset. Assement and diagnosis of recent onset chest paint or discomfort of suspected cardiac origin. London: NICE.

Pattichis CS, Kyriacou E, Voskarides S, Pattichis MS, Instepanian R, Schizas CN. Wireless telemedicine systems : an overview ,IEEE Antennas 7 Propogation Magazine 2002;44(2):p.143-53

R. Howard Swanton, Shrilla Banerjee, 2008, Swanton’s Cardiology, 6th Edition, Blackwell Publishing, Wiley-BlackWel, USA.

. R.H. Istepanian, S. Laxminarayan, and C.S. Pattichis, Eds, M-Health: Emerging Mobile Health Systems. New York: Springer, 2006, ch. 3.

R.S.Weinstein, M.R. Descour, Chen Liang, L.Richter, W.C. Russum, J.F.Goodall, Pixuan Zhou, A.G.Olszak, and P.H. Bartels, Reinvention of Light Microscopy:Array Microscopy and Ultrarapidly Scanned Virtual Slides for Diagnostic Pathology and Medical Education, May 11, 2005

Syaifuddin, 1997, Anatomi Fisiologi Untuk Siswa Perawat, Edisi 2. Penerbit Buku Kedokteran EGC, Jakarta, Indonesia.

Stephen Black-Schaffer, M.D.,Thomas J. Flotte, M.D,1995, Current Issues in Telepathology,Telemedicine Journal Volume 1, Number 2, Mary Ann Liebert, Inc

Scalvini, S. & Glisenti, F.( 2005 ).Centenary of teleelectrocardiography and telephonocardiography.Where are we today?. J Telemed Telecare; 11: 325-30

Sutjiredjeki E, Soegijoko S, Mengko TLR, Tjondroaegoro S.Development of mobile telemedicine system with rnulti communication links to reduce malernal mortality rate, Proc. Of The Sixth International Association of Science and Technology for Development (IASTED) latemational Conf. on Biomedical Engineering 2008, Innsbruck, Austria, p.137 -42 al (2017). Telemedicine Systems For Electrokardiogram to Improve Public Health Services. International Journal of Computer Application (0975-8887) Voulume 176 No.6 Oktober 2017.

Telkelsen.C.J. et al. (2002 ).Telemedicine used for remote prehospital diagnosing in patients suspected of acute myocardial infarction. J Intern Med;252:412-20

Yukako Yagi et all,1999,Clinical Guidelines for Telepathology,American Telemedicine Association

Ziad O. Abu-Faraj, 2012, Handbook of Research on Biomedical Engineering Education and Advanced Bioengineering Learning: Interdisciplinary Concepts, Medical Information Science Refernce, IGI Global, USA