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Similar patient search using the results of heartbeat classification
- Authors
- Park, Juyoung; Kang, Kyungtae
- Issue Date
- Nov-2014
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Keywords
- abstraction; electrocardiogram; heartbeat classification; Patient search
- Citation
- Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014, pp 70 - 71
- Pages
- 2
- Indexed
- OTHER
- Journal Title
- Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014
- Start Page
- 70
- End Page
- 71
- Abstract
- Long-term ECG data for a patient can be acquired by integrating a Holter monitor with a mobile device. We use similar patient search to create an abstraction of a patient's typical heartbeat pattern, in the form of a regular expression, by learning heartbeat patterns. We have simulated these processes on data from the MIT-BIH arrhythmia database, and shown how we can search the database for patients with similar heartbeat patterns. © 2014 IEEE.
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Related Researcher
- Kang, Kyung tae
- COLLEGE OF COMPUTING (DEPARTMENT OF ARTIFICIAL INTELLIGENCE)