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. 2018 Sep 20;8:14082. doi: 10.1038/s41598-018-32521-z

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© The Author(s) 2018

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Visualization of all views (view 1–15). The horizontal axis denotes features while the vertical axis denotes subjects. Depressive subjects are indicated by a hyphen while features directly related to diagnose of depression, namely, BDI and HRSD are indicated by a vertical bar. Note that when adjacent subjects or features are indicated by hyphens, these hyphens appear to be merged in a panel. Subject clusters are sorted in ascending order of proportions of depressive subjects from top to bottom. Further, in each subject cluster, control subjects are first displayed. Feature clusters are sorted in order of numerical, categorical and integer types from left to right (separated by thick bold lines). In each type of features, feature clusters are further sorted in descending order of cluster size. Within this sortation, the order of subjects or features is arbitrary. Grey color denotes a missing entry.