DocumentCode :
1785028
Title :
Similar patient search using the results of heartbeat classification
Author :
Juyoung Park ; Kyungtae Kang
Author_Institution :
Dept. of Comput. Sci. & Eng., Hanyang Univ., Seoul, South Korea
fYear :
2014
fDate :
2-5 Nov. 2014
Firstpage :
70
Lastpage :
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.
Keywords :
data acquisition; data integration; diseases; electrocardiography; medical signal processing; signal classification; Holter monitor; MIT-BIH arrhythmia database; heartbeat classification; heartbeat pattern learning; long-term ECG data acquisition; long-term ECG data integration; mobile device; patient database; patient heartbeat pattern abstraction; similar patient search; Biomedical monitoring; Databases; Electrocardiography; Heart beat; Mobile handsets; Monitoring; Patient search; abstraction; electrocardiogram; heartbeat classification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2014 IEEE International Conference on
Conference_Location :
Belfast
Type :
conf
DOI :
10.1109/BIBM.2014.6999270
Filename :
6999270
Link To Document :
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