Western commercial environment · Healthcare & Life Sciences
Hospital & Clinical Care Egocentric Data Collection
- Sector
- Healthcare & Life Sciences
- Tasks listed
- 5
- Status
- 5 available on request
- Capture
- Phone (head-mounted) / multiview rig
Environment
What does the hospital & clinical care environment cover?
Typical settings: Patient room prep, equipment setup, specimen handling, surface decontamination -- requires HIPAA compliance. Each recording shows the worker's hands, tools and the objects they handle from their own point of view, in the layouts and with the equipment used in Western healthcare & life sciences work.
The environment sits in the Healthcare & Life Sciences sector of the commercial catalog. A spec can take the listed tasks as-is, narrow them, or add tasks the list does not name.
Tasks
Which hospital & clinical care tasks can be captured?
Every task in the catalog for this environment, with its skill level and current status.
| Task | What is recorded | Skill | Status |
|---|---|---|---|
| Equipment setup | Position and connect monitors, pumps and stands at the bedside and check they run. | Medium | Available on request |
| Medical Procedures | Perform clinical procedures on a phantom or mannequin, dressings, injections and checks. | Hard | Available on request |
| Patient room prep | Make the bed, stock supplies, position equipment and set up the room for the next patient. | Easy | Available on request |
| Specimen handling | Label, bag and log specimen containers and place them in transport racks. | Medium | Available on request |
| Surface decontamination | Wipe down beds, rails and equipment with disinfectant and dispose of used wipes. | Easy | Available on request |
Capture setup
How is hospital & clinical care work captured?
| Setup | How it works | Tasks |
|---|---|---|
| Phone (head-mounted) / multiview rig | A head-mounted phone records the first-person view of real work on site; a multiview rig adds synchronized third-person angles when the spec asks for them. | 5 |
On the rig tier, every stream is aligned to a shared clock and checked at the sync gate before an hour is billed. See capture for the hardware.
Status
What does each status mean?
| Status | Meaning | Tasks here |
|---|---|---|
| Active collection | Recording in this environment is running now, so a spec can join an existing capture stream. | 0 |
| Ready to deploy | Contributors and site access are set up; capture starts once a spec is signed. | 0 |
| Available on request | Scoped and recruited to spec when a buyer asks for it. | 5 |
Western markets
Which Western markets are recruited for hospital & clinical care capture?
Contributors are recruited to spec in Western program markets, so the footage reflects how this work is done in North American and European businesses. Country pages list the legal basis and status for each market.
Delivery
How is the data delivered?
Footage is delivered in RLDS, LeRobot, WebDataset, HDF5, zarr and Rerun .rrd, mapped to the canonical episode schema, under a buyer-owned commercial licence. See delivery formats, sample data outputs and how to scope a custom collection.
FAQ
Hospital & Clinical Care egocentric data, answered.
- What hospital & clinical care tasks can Firsthand capture?
- 5 listed tasks, including equipment setup, medical procedures, patient room prep, specimen handling. Tasks outside the list can be added to a spec.
- What does "Western" mean for this environment?
- The settings, equipment, packaging and signage found in North American and European hospital & clinical care work, recruited in program markets such as United States, Canada, United Kingdom, Germany.
- How fast can collection start?
- A median of 48 hours from signed spec to first validated batch where coverage is deep. Tasks marked available on request are recruited first, and the timeline is quoted against the spec before capture begins.
- Is the footage consented and anonymized?
- Yes. Releases are collected before capture, and faces, licence plates and screens are detected and blurred, with a human review step, before footage is delivered.
- Who owns the data?
- Delivery is under a buyer-owned commercial licence. Pricing is quoted per engagement and billed per validated hour, meaning footage that passed sync and QA against your spec.
Need hospital & clinical care footage for your model?
Tell us which tasks your model is missing. We quote reach, timeline and price against one written spec, starting with a Spec Pilot.