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.

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

Patients admitted as inpatient to Jersey Shore University Medical Center