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First page or project page of “Mindful Kidney: Wrist PPG Blood Pressure Trend Pipeline (code + results repository)”

Paper

Mindful Kidney: Wrist PPG Blood Pressure Trend Pipeline (code + results repository)

Venue listed2026Added Nov 2, 2026

GitHub repository koberh/mindful-kidney-bp-pipeline (created 2026-06-08; last push 2026-11-03 00:06 UTC)

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Open codeMIT (code, LICENSE file)
First page or project page of “Mindful Kidney: Wrist PPG Blood Pressure Trend Pipeline (code + results repository)”

TL;DR

End-to-end pipeline estimating relative (within-person) SBP/DBP/MAP trends and nocturnal dipping from wrist green PPG on ActiGraph LEAP devices (100 Hz, CentrePoint API export), for a 26-adult CKD mindfulness pilot. Optional ridge-regression calibration on cuff readings gives absolute mmHg. Model follows Radha et al.

  • Form factor: wrist

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Tasks & signals

Tasks

Blood pressure

Signals

PPG

Devices

Maxim MAX30101 (Aurora-BP optical unit)

Keywords

Cuffless BPBP TrendNocturnal DippingWithin PersonWrist PPGLSTMDomain ShiftICU to Ambulatory

Datasets used

How it works

How Method works: Setup → Method → TargetSetup: Signals (PPG); Wavelengths (green); Form factor (wrist). Method: Method. Target: Blood pressure.SetupSignals: PPGSignalsPPGWavelengths: greenWavelengthsgreenForm factor: wristForm factorwristMethodMethodTargetBlood pressureBlood pressure
Wavelengths
green

Cite this paper

Cite this paper with the fields recorded here. Check it against the publisher before submitting.

Mindful Kidney: Wrist PPG Blood Pressure Trend Pipeline (code + results repository). (2026). GitHub repository koberh/mindful-kidney-bp-pipeline, 00, 06.
@article{mindfulkidneywri2026mindful,
  title         = {{Mindful Kidney: Wrist PPG Blood Pressure Trend Pipeline (code + results repository)}},
  year          = {2026},
  journal       = {GitHub repository koberh/mindful-kidney-bp-pipeline},
  volume        = {00},
  pages         = {06}
}

Source metadata: 2026

Record updated Nov 2, 2026

Added to the ChatPPG research hub

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