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RE: Cleaning the RR data [ Reply ]
By: Philippe LIEGE on 2023-05-12 15:09
[forum:49664]
Hi Louise,

You will find an almost complete implementation of the Pan-Tompkins algorithm in the rsleep package for R.

As Abraham wrote in his reply, R is seldom used for qrs peak detection. Historically, this work was performed using C/C++ or Matlab but most of the algorithms were ported Python and recent ones are likely to be available in this language only.

For my own use, I have developed an R function based on the two mowing average approach described by Elgendi et al. and that performs temporal correction (Gradl et al.)

Regards,

Philippe


RE: Cleaning the RR data [ Reply ]
By: Abraham Otero on 2023-05-11 14:05
[forum:49662]
Indeed the packet takes as input the RR intervals or the positions of the beats. And unfortunately I don't know that in any heartbeat detector implemented in R. You will have to perform the heartbeat detection with some other tool like sqrs, wqrs or similar:

https://archive.physionet.org/physiotools/software-index.shtml

Cleaning the RR data [ Reply ]
By: Louise ROBINET on 2023-04-21 08:17
[forum:49648]
Hello !

I was reading the tutorial 'Getting started with RHRV' and I came to the part about QRS complex detection. And from what I understood, the HRV package doesn't allow to correct QRS complex detection errors. Is this correct?
If you look at the screenshot I attached, I sometimes have moments in my data where I have for example 10 minutes between 2 detected QRS complexes. How to correct these errors automatically on R?

Thank you in advance for your help and your answers,

Have a nice day !

Louise :)

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