PPG Dataset (Subset from Liang et al.) for Teaching Purposes
收藏NIAID Data Ecosystem2026-05-10 收录
下载链接:
https://figshare.com/articles/dataset/PPG_Dataset/30493520
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资源简介:
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 173 participants' data.
It was created with the purpose of teaching a lecture on wearable data for heath informatics. What was changed:
The 3 snippets of 2 seconds of PPG data for each participant were merged in one file.All participants with cerebral infarction, cerebrovascular disease and insufficiency of cerebral blood supply were removed.The values in the Diabetes column were changed to "Yes" or "No". A participant that had the label Diabetes instead of Type 2 Diabetes was removed.Summary Health Statistics of the Subset (n=173)CategoryMetricValueAge
Mean
54.04 (min 21-84 max)
Standard Deviation
15.67
Gender
Female
52.02 %
Male
47.98 %
Hypertension
Normal
39.31 %
Prehypertension
38.73 %
Stage 1 Hypertension
14.45 %
Stage 2 Hypertension
7.51 %
DiabetesNo
78.61 %
Yes
21.39 %
创建时间:
2025-10-30



