Biosensing & Biofeedback
Optional trends for heart rate, HRV, sleep duration and activity — paired with HRV biofeedback programs led by clinicians.

What we track
Resting HR, HRV (RMSSD/SDNN), sleep duration, steps — simple, interpretable, opt-in.
- HRV context: lower resting HRV is commonly observed in PTSD and linked to autonomic dysregulation.
- Biofeedback: paced-breathing HRV-BF shows promise for symptom reduction and stress regulation; program structure matters.
- Privacy first: device connections are optional; sharing to the care team is explicit and revocable.
How it wires up
Devices authorize to Lighthouse; summaries become FHIR
Observation
resources in Medplum; device metadata as Device
. Sharing is per-participant, per-program.Citations
- Ge et al., 2020. PTSD and alterations in resting HRV (review).
- Wang et al., 2025. Umbrella review: decreased HRV in several mental disorders including PTSD.
- Kenemore et al., 2024. Meta-analysis: HRV biofeedback for military service members with PTSD.
- Pyne et al., 2018. RCT: HRV biofeedback vs active comparator in trauma-exposed adults.
- Castro Ribeiro et al., 2023. HRV-BF reduced stress/PTSD risk in frontline HCWs.