Preparing the recorded fieldLoading real LatentField pipeline output…
Recorded output in the shared LatentField diagnostic view. Compatible real feeds can exercise implemented runtime families; this replay does not implement or validate every capability in this industry.
A small first decision
Try one space before planning a fleet.
Explore with recorded data now. If the selected capability has a compatible runtime, connect its hardware in the same diagnostic workspace; concepts remain feasibility studies.
PrivacyNo camera or wearableProcessingBrowser + ESP32, local firstThis industry16 documented capabilities
Feasibility study for bedside respiration-rate and heartbeat-proxy trends; not medical monitoring or clinical decision support.
This offer covers one named capabilityContactless continuous vitals in step-down and med-surg bedsThe other 15 capabilities in this industry keep their own readiness and are not included.
Runnable means the catalog maps this capability to a shared local processing family. It does not by itself claim a commissioned or physically validated deployment.
Shared-family mappedPrivate-space fall guardianBathroom and bedside fall detection with sub-second alertingPilot target for staged fall-event and immobility detection; not an emergency paging system.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Research dataShared Fall event familyLimits & validationDesign this solution→ Shared-family mappedPrivacy-safe crowd meterWaiting-room and ED occupancy / crowd-density for infection control and flowPilot target for coarse waiting-area occupancy; accuracy and count limits must be measured at each site.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Research dataShared Occupancy estimate familyLimits & validationDesign this solution→ Shared-family mappedOpioid-safety respiratory sentinelAgonal-breathing and respiratory-arrest early warningResearch concept for respiratory-event patterns; not a medical monitor or emergency alert.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Supported hypothesisShared Breathing rate familyLimits & validationDesign this solution→ Shared-family mappedNocturnal seizure alertRhythmic-motor seizure detection in monitored beds and EMUResearch concept for seizure-like motion patterns; not diagnosis, monitoring, or clinical alerting.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Supported hypothesisShared Machine vibration familyLimits & validationDesign this solution→ Shared-family mappedZero-contact bed vitalsContactless continuous vitals in step-down and med-surg bedsShared breathing-rate research path for consented trials; not continuous clinical vitals or a medical device.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Supported hypothesisShared Breathing rate familyLimits & validationDesign this solution→ Shared-family mappedPredictive bed-exit alertingBed-exit and unassisted-egress prediction for high fall-risk patientsPilot target for bed-exit motion; lead time, false alerts, and staff workflow require site validation.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Supported hypothesisShared Fall event familyLimits & validationDesign this solution→ Shared-family mappedObjective hand-hygiene auditHand-hygiene and workflow-compliance sensing at sink/gel zonesPilot measure of entry and wash-station dwell; a pause cannot prove hand hygiene.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Unvalidated conceptShared Zone dwell familyLimits & validationDesign this solution→ Shared-family mappedFall-precaution setup verifierBed-rail-up and safe-setup geometry verification (CIR geometry)Pilot classifier for bed-rail and bed-height states; not a clinical safety check.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Unvalidated conceptShared Fall event familyLimits & validationDesign this solution→
Works with the room hardwareThe browser stays local; the connected ESP32 or edge runtime supplies the sensing this capability needs.3 · Needs edge adapter
Needs edge adapterAuto-turn timerImmobility clock and repositioning compliance for pressure-injury preventionPilot target for repositioning-motion intervals; it cannot prove care delivery or prevent pressure injury.Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesisNo runtime mappingLimits & validationDesign this solution→ Needs edge adapterTremorTrendTremor Band Progression MonitorWeekly trend of resting-tremor band occupancy (4-7Hz) during ordinary seated time at home — a longitudinal movement-disorder signal between clinic visits, not a diagnosis.Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesisNo runtime mappingLimits & validationDesign this solution→ Needs edge adapterSeatSignTriage Seat Respiration ScreenSpot respiratory-rate screening at a fixed triage or waiting-room seat: the seat's link geometry is Fresnel-planned at install time, so every seated patient yields an RR band in ~45 seconds — a screening aid, never a diagnosis.Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesisNo runtime mappingLimits & validationDesign this solution→
Research and validationThe physics is promising, with validation work still clearly identified.4 · Research concept
Research conceptDelirium watchDelirium and nocturnal-agitation early detection in ICU/geriatric wardsResearch concept for overnight restlessness trends; not delirium prediction or diagnosis.Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated conceptNo runtime mappingLimits & validationDesign this solution→ Research conceptLine-and-bag level watchIV-bag and enteral-fluid level / empty-line detection (NeRF geometry)Prototype fluid-level inference for supervised trials; not approved for IV or feeding intervention.Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated conceptNo runtime mappingLimits & validationDesign this solution→ Research conceptCoughCountCough & Nocturnal Event CounterCounts cough bursts and restless-night events per night in a bedroom — a respiratory-season trend signal (is it getting worse?) that needs no microphone.Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated conceptNo runtime mappingLimits & validationDesign this solution→ Research conceptNightPulseResting Heart-Rate Trend (Bedside, Frontier)Nightly resting heart-rate trend from the 0.8-2Hz cardiac micromotion band for a still sleeper — a frontier capability gated behind ECG-referenced validation before any trend is shown.Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated conceptNo runtime mappingLimits & validationDesign this solution→