PPG Dataset (Subset from Liang et al.)
收藏Figshare2025-12-15 更新2026-04-08 收录
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https://figshare.com/articles/dataset/PPG_Dataset/30493520/2
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This dataset is a subset of the dataset (PPG-BP) authored by Yongbo Liang, Guiyong Liu, Zhencheng Chen and Mohamed Elgendi: https://figshare.com/articles/dataset/PPG-BP_Database_zip/5459299. The peer-reviewed paper associated with that dataset can be accessed here: https://www.nature.com/articles/sdata201820.The one in this project contains <b>173 participants' data</b>.It was created with the purpose of teaching a lecture on <b>wearable data for heath informatics</b>. What was changed:The 3 snippets of 2 seconds of PPG data for each participant was merged in one file.Alls participants with <b>cerebral infarction</b>, <b>cerebrovascular disease </b>and <b>insufficiency of cerebral blood supply</b> were removed.The values in the Diabetes column were changed to "Yes" or "No". A participant that had the label <b><i>Diabetes </i></b>instead of <b>Type 2 Diabetes</b> was removed.<b>Summary Health Statistics of the New Dataset (n=173)</b><b>Category</b><b>Metric</b><b>Value</b><b>Age</b><br>Mean<br>54.04 (min 21-84 max)Standard Deviation15.67<b>Gender</b><br>Female<br>52.02 %Male47.98 %<b>Hypertension</b><br>Normal<br>39.31 %Prehypertension38.73 %Stage 1 Hypertension14.45 %Stage 2 Hypertension7.51 %<b>Diabetes</b>No78.61 %Yes21.39 %<br>
提供机构:
Sasso, Ariane
创建时间:
2025-10-30



