Pipelines

Pipelines to extract PEPs from a given dataset.

This module contains different pipelines to extract PEPs from a given dataset. The pipelines are based on the tpcp library and provide a standardized interface for PEP extraction.

The standard pipeline for most use cases is the PepExtractionPipeline. This pipeline uses a combination of Q-peak and B-point detection algorithms (with an optional outlier correction step) to extract PEPs from ECG and ICG data.

The other pipelines (PepExtractionPipelineReferenceBPoints and PepExtractionPipelineReferenceQPeaks) are specialized pipelines that use reference B-points or Q-peaks, respectively, to extract PEPs. These pipelines are primarily useful for benchmarking and validation purposes.

BasePepExtractionPipeline(*, ...[, ...])	Base class for PEP extraction pipelines.
PepExtractionPipeline(*, ...[, ...])	Standard tpcp Pipeline for PEP extraction from ECG and ICG data.
PepExtractionPipelineReferenceQPeaks(*, ...)	tpcp Pipeline for PEP extraction that uses reference Q-peaks for Q-peak detection.
PepExtractionPipelineReferenceBPoints(*, ...)	tpcp Pipeline for PEP extraction that uses reference B-points for B-point detection.