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Data and Matlab package for Using imaging photoplethysmography for heart rate estimation in non-human primates

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Figshare2018-05-30 更新2026-04-29 收录
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https://figshare.com/articles/dataset/Data_for_Using_imaging_photoplethysmography_for_heart_rate_estimation_in_non-human_primates/5818101
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Raw data for imaging photoplethysmogram extraction collected in 10 recording sessions from four rhesus monkeys and Matlab scripts for their processing.For details of the study please refer to [1].INSTRUCTIONS:1. Please download the zip-archive and unpack its contents. 2. Please launch the script dataset_analysis.m in MATLAB to reproduce the results described in [1]. For a detailed description of the code please see [2].Matlab scripts require Matlab Wavelet Toolbox.DATA DESCRIPTION:Data of session N is placed in a folder SessionN. Data for sessions 1-8 consist of four files:SessionN.bin - raw color signal data in binary file, in format r1 g1 b1 r2 g2 ....;SessionN_ROIdata.txt - metadata of ROI used for data color signal computing;SessionN_interframeDif.txt - interframe differences in the video, proxy for the amount of motion. Format: stream of double values with a new line symbol as delimiter, use a = load('SessionN_interframeDif.txt', '-ascii') to load in Matlab;SessionN_REF.csv - average reference pulse rate values for time intervals of length reported in file summary.txt.Data for session 1 additionally contain the following files:Session1RegionN.bin - raw color signal data in binary file for Section 1 with ROI different from region 3; Session1RegionN_ROIdata.txt - metadata of ROI used for data color signal computing for Section 1 with ROI different from region 3;Data for sessions 2IR, 9IR and 10IR consist of three files:SessionN.bin - raw "color" (effectively - monochrome) signal data in binary file, in format i1 i1 i1 i2 i2 i2 ...;SessionN_ROIdata.txt - metadata of ROI used for signal computing;SessionN_REF.csv - average reference pulse rate values for time intervals of length reported in file summary.txt.REFERENCES:[1] Unakafov AM, Möller S, Kagan I, Gail A, Treue S, Wolf F (2018) Using imaging photoplethysmography for heart rate estimation in non-human primates. bioRxiv. doi:10.1101/252403[2] Matlab package "Imaging photoplethysmogram extraction and pulse rate estimation". https://de.mathworks.com/matlabcentral/fileexchange/67527-matlab-package--imaging-photoplethysmogram-extraction-and-pulse-rate-estimation-
创建时间:
2018-05-30
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