Earth Mover’s Distance-Based Automated Geometric Visualization/Classification of Electrocardiogram Signals

Author:

Shrivastav Kumar Dron,Arambam Priyadarshini,Das Ankan Mukherjee,Saeed Shazina,Kaul Upendra,Ranjan Priya,Janardhanan Rajiv

Publisher

Springer Singapore

Reference22 articles.

1. World Health Organization Facts Sheet on Cardiovascular diseases (CVDs) published on 17 May 2017. Last accessed on 12 Nov 2018 http://www.who.int/en/news-room/fact-sheets/detail/cardiovascular-diseases-(cvds )

2. Gurve D, Srivastava AK, Mukhopadhyay K, Prasad NE, Shukla S, Muthurajan H (2016) Electrocardiogram (ECG) image processing and extraction of numerical information. Int J Eng Technol Sci Res. IJETSR 3(7). ISSN 2394–3386

3. Obermeyer Z, Emanuel EJ (2016) Predicting the future-big data, machine learning, and clinical medicine. N Engl J Med 375:1216–1219. https://doi.org/10.1056/NEJMp1606181

4. Rahman QA, Tereshchenko LG, Kongkatong M, Abraham T, Abraham MR, Shatkay H (2015) Utilizing ECG-based heartbeat classification for hypertrophic cardiomyopathy identification. IEEE Trans Nanobiosci 14:1. https://doi.org/10.1109/TNB.2015.2407291

5. Iranyaz S, Ince T, Gabbouj M (2016) Real-time patient-specific ECG classification by 1-convolutional neural networks. IEEE Trans Biomed Eng 63:664–675. https://doi.org/10.1109/tbme.2015.2468589

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