CapnoBase Dataset
Table of contents
Overview
Item | Details |
---|---|
Links | Dataset, Publication |
Signals | PPG, ECG, resp |
No. Subjs | 42 |
Protocol | Recordings from adults and children during elective surgery and routine anaesthesia |
Importing the data into MATLAB
I took the following steps to import the CapnoBase dataset to MATLAB:
- Download the data from here. Note that the dataset contains 337 files, but only the 42 files ending in _8min.mat are required. You can select these files by: (i) searching for “*_8min.mat” in the ‘Find’ box; (ii) setting the ‘Files Per Page’ to 50 (see the dropdown menu at the bottom of the page; and (iii) ticking the box at the header of the table to select all 42 listed files. Then use the ‘Download’ button on the right hand side of the header to download the files.
- Unzip the downloaded zip file.
- Download the
collate_capnobase_dataset.m
MATLAB script. - Modify the MATLAB script by inserting the
up.paths.root_folder
andup.paths.save_folder
into thesetup_up
function. - Run the MATLAB script to collate all the individual MATLAB files into a single MATLAB data file, ready for analysis.