Wearable Signal Tools · Signal quality
Biomedical Signal Forensics Lab
audit toolkit for wearable PPG/ECG quality, fairness and causal sensitivity
What is Biomedical Signal Forensics Lab?
Biomedical Signal Forensics Lab is an open-source Python toolkit for auditing wearable physiological signal studies across four areas: signal-quality agreement between published methods, algorithmic fairness by device and skin tone, causal sensitivity and downstream-task impact. Its README reports that three published wrist-PPG quality methods reject about 44.6% of WESAD windows accepted by a single in-house threshold.
Biomedical Signal Forensics Lab at a glance
- Signals
- Category
- Signal quality · also validation statistics
- Domains
- stress, HRV
- Language
- Python
- Licence
- MIT
- Commercial use
- yes
- Maintenance
- Commit in the last 12 months (as of Oct 21, 2026)
- Last commit
- Nov 4, 2026
- Latest release
- v0.16.0 (May 23, 2026)
- Repository
- Not archived
- Datasets
Code & repos
Related open-source tools
Other Wearable Signal Tools that share a signal with Biomedical Signal Forensics Lab.
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.