Wearable Signal Tools · Benchmark harness

cuffless-bp-estimation (Ranka et al.)

evaluation-protocol leakage benchmark for PPG blood pressure (PulseDB VitalDB, PPG-DaLiA)

What is cuffless-bp-estimation (Ranka et al.)?

cuffless-bp-estimation is open-source code that measures how much evaluation-protocol leakage inflates the apparent accuracy of PPG-based cuffless blood pressure estimation. It compares five model architectures under four evaluation protocols and tests few-shot personalization under naive and chronological calibration splits.

cuffless-bp-estimation (Ranka et al.) at a glance

Signals
Category
Benchmark harness
Domains
blood pressure
Language
Jupyter Notebook
Licence
MIT
Commercial use
yes
Maintenance
Commit in the last 12 months (as of Oct 21, 2026)
Last commit
Nov 4, 2026
Latest release
No published releases
Repository
Not archived
Datasets

Code & repos

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Summary, licence and commercial-use fields are shown as recorded for this project. Maintenance is computed from the last commit date. Check the project’s own repository for its current licence and status.