@inproceedings{25a50c85aa7a4cedaeef2e3a66ec06d1,
title = "Estimation of missing data in multi-channel physiological time-series by average substitution with timing from a reference channel",
abstract = "The Computing in Cardiology Challenge 2010 was to develop a computer algorithm for reconstructing missing sections of physiological data. For cardiac related signals our algorithm obtained beat timings from a reference timing channel. Missing beats were estimated from the average of non-missing beats. ECG derived respiration was used for missing respiratory data. Score for event 1 was 59 and for event 2 was 72. Good scores were achieved despite beat-to-beat reconstructions that lacked important physiological detail, serving to illustrate that it is essential to evaluate the clinical impact of reconstruction algorithms.",
author = "Philip Langley and Susan King and Kun Wang and Dingchang Zheng and Roberto Giovannini and Marjan Bojarnejad and Alan Murray",
year = "2010",
language = "English",
isbn = "978-1-4244-7318-2",
volume = "37",
publisher = "IEEE",
pages = "309−312",
booktitle = "2010 Computing in Cardiology",
address = "United States",
note = "Computing in Cardiology 2010 Conference ; Conference date: 26-09-2010 Through 29-09-2010",
}