Paperdoi:10.5281/zenodo.24047810
PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0)
Zenodo software record (v0.2.0, published 2026-11-11); companion paper in revision, not yet published
TL;DR
MIT-licensed, fully reproducible analysis code (Zenodo v0.2.0) for a study comparing PPG fiducial points and testing how much heart rate adds when predicting pulse timing, run on 32 SensSmartTech participants with participant-grouped validation. The paper itself is still in revision.
- Form factor: carotid + brachial PPG (SensSmartTech); finger/multi-site PPG pilot (PTT-PPG)
Abstract
Version 0.2.0 of the analysis software accompanying “PPG fiducial choice and the incremental value of heart rate for pulse timing prediction”. Includes corrected primary analyses, participant-grouped validation, filter and signed-delay sensitivities, native CSV comparisons, configurations, reproduction instructions and historical pilot reproduction. A fresh Python 3.12 environment reproduced the raw-data workflow; 38 numerical tables, including all 17 supplementary data tables, matched the reviewed outputs. The historical pilot separately matched archived tables and criteria exactly. Third-party raw recordings and full per-beat tables are excluded; users obtain source data under their respective terms. Historical QTDB results were not rerun. See README, VALIDATION_STATUS and PACKAGE_VERIFICATION for scope and limitations.
Verbatim from DataCite (opens in a new tab) · Licence: https://opensource.org/licenses/MIT
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Cite this paper
Bozkurt, F., Bozkurt, M. R., Atasever, B., & Uçar, M. K. (2026). PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0). Zenodo software record. https://doi.org/10.5281/zenodo.24047810
Bozkurt, Ferda, Mehmet Recep Bozkurt, Berre Atasever, and Muhammed Kürşad Uçar. 2026. "PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0)." Zenodo software record. https://doi.org/10.5281/zenodo.24047810.
Bozkurt, F., Bozkurt, M. R., Atasever, B. and Uçar, M. K. (2026) 'PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0)', Zenodo software record. doi: 10.5281/zenodo.24047810.
Bozkurt, Ferda, et al. "PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0)." Zenodo software record, 2026. https://doi.org/10.5281/zenodo.24047810.
F. Bozkurt, M. R. Bozkurt, B. Atasever, and M. K. Uçar, "PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0)," Zenodo software record, 2026, doi: 10.5281/zenodo.24047810.
@article{bozkurt2026fiducial,
title = {{PPG fiducial choice and the incremental value of heart rate for pulse timing prediction (analysis software v0.2.0)}},
author = {Bozkurt, Ferda and Bozkurt, Mehmet Recep and Atasever, Berre and Uçar, Muhammed Kürşad},
year = {2026},
journal = {Zenodo software record},
doi = {10.5281/zenodo.24047810}
}Added to the ChatPPG research hub
