Epic Deterioration Index v2 AI

Machine-learning score in the Epic EHR that estimates a hospitalized patient's risk of clinical deterioration (Deterioration Index Version 2).

AI status

AI product FDA 510(k) summary K260008: “The score is calculated by a static gradient boosted random forest (trained with LightGBM) algorithm” / “a machine-learning algorithm” · source

How Epic Deterioration Index v2 compares with its list-mates

Epic Deterioration Index v2 is ranked in one task list, Sepsis / deterioration early warning, at #5 of 5, behind eCART. Its evidence score there is 1005, against 1005 to 1215 for the other four. We found no vendor-stated HIPAA, BAA, SOC 2, HITRUST or Epic claim for Epic Deterioration Index v2; 1 of its 4 list-mates have at least one. It has an FDA record: 510(k) cleared, K260008. List-mates with an FDA record: eCART (K233253), Bayesian Health TREWS (K250680) and Prenosis Sepsis ImmunoScore (DEN230036), plus 1 more. We could not verify its pricing; 0 of its 4 list-mates publish a price.

Computed from our rankings and the sourced facts on each tool page. List-mates are the other tools in the same top-5 lists.

Compliance profile

Vendor-stated means the claim appears on the vendor’s site; we have not audited it. Unverified means we found no source, which is not a negative finding. Vendors can request a correction.

FDA records

From the FDA AI-enabled medical devices list. Wording follows FDA: 510(k) “cleared”, De Novo “granted”. Clearance applies to the specific indication in the FDA record.

Alternatives