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. 2016 Mar 22;11:50. doi: 10.1186/s13014-016-0623-9

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© Gim et al. 2016

Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

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Fig. 3 — Sequential multi-class prediction. To predict the preoperative CRT response of a patient, TO predictor is performed and answers whether the patient is total response group or not. If yes, CRT is conducted, or MI predictor is performed and predicts whether the patient will show minimal response. According to the result of this step, clinician can decide a proper treatment of the patient