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Illustrative. A 48-hour column; the cobalt hours are the median 16-hour lead before kidney failure, and their light lands ahead of the event.

ICU deterioration

Zentus shows which patients are at rising risk, up to 48 hours ahead.

Request a silent pilot See the evidence

Illustrative trace, not patient data. One turn is 48 hours; the flag sits at the median lead for kidney failure, 16 hours.

310,605ICU stays used to train the model
27,484patients in three external databases
External validation

Tested on three outside databases.

0.935 AUROCNWICU 17,349 patients
0.854 AUROCZigong 2,255 patients
0.798 AUROCPICDB 7,880 patientsChildren · outside current scope

Each dot is one test: an hour before a patient deteriorated, paired with a stable hour. Lit dots are the tests Zentus got right. The share it gets right is the AUROC.

Workflow

What your team reviews.

A simulated unit, hour by hour. The scores are illustrative.

Pod A · top 7 of 16 beds Simulated
Simulated bed board, Pod A, ranked by composite risk
BedCompositeBandEndpointFlagged for
1186ReviewKidney failure11 h
0478ReviewSepsis13 h
0758WatchCirculatory failure15 h
0940WatchLiver failure42 h
1321Stablenone·
0518Stablenone·
0815Stablenone·

Test it on your own unit's patients.

Validation on a Malaysian hospital's own data is next. Tell us about your unit and its data feeds; we reply within two working days.

Request a silent pilotHow a pilot runs