CHF, Chronic Obstructive Pulmonary Disease, Congestive Heart Failure, COPD, COPD Exacerbation
Conditions
Brief summary
Sensorum Health (Sensorum) is conducting a pilot study to determine if Sensorum's proprietary passive sensor network can be used to identify signals of early health decompensation in subjects prior to a hospitalization for chronic disease exacerbation or other ambulatory care sensitive conditions. Successful early detection would provide a window of opportunity to intervene outside of the acute setting in future interventional studies.
Interventions
Data collection of clinically relevant signals using home-based sensor system
Sponsors
Study design
Eligibility
Inclusion criteria
* Aged 65 years or older * Able to consent * Documented history of diagnosis of chronic obstructive pulmonary disease (COPD) and/or congestive heart failure (CHF) * Currently admitted to JSUMC for observation or as an inpatient with any diagnosis ≥1 prior hospital utilization events with any diagnosis (inpatient admissions, facility observation stays, or ED visits) in the past 12 months
Exclusion criteria
* Significant cardiac valvular disease * End-Stage Renal Disease (ESRD) * End-Stage CHF * End-Stage COPD
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Recall of AI in passive sensor system | 90 days | Evaluation of AI ability to prospectively detect hospital utilization event |
| Precision of AI in passive sensor system | 90 days | Evaluation of AI ability to precisely predict hospital utilization event |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Recall of sensor data review by trained nurses | 90 days | Evaluation of nurse ability to prospectively detect hospital utilization event |
| Precision of sensor data review by trained nurses | 90 days | Evaluation of nurse ability to precisely predict hospital utilization event |
Countries
United States