MDS-ED
A multi-task benchmark dataset for the medical clinical domain, comprising 1,443 tasks that cover clinical prognostic evaluation tasks including diagnosis, deterioration prediction, ICU admission prediction, and mortality prediction.
Timeline (last 90 days)
On the MDS-ED benchmark comprising 1,443 tasks, PRISM achieved a diagnostic AUROC of 86.2%, deterioration prediction of 93.1%, ICU admission prediction of 91.8%, and mortality prediction of 92.8%.
In a fair comparison using only the baseline window input, PRISM's AUROC was 0.8895, broadly on par with UniPACT's 0.8937 and MDS-ED's 0.8889.
All Facts (2)
On the MDS-ED benchmark comprising 1,443 tasks, PRISM achieved a diagnostic AUROC of 86.2%, deterioration prediction of 93.1%, ICU admission prediction of 91.8%, and mortality prediction of 92.8%.
50%UnverifiedIn a fair comparison using only the baseline window input, PRISM's AUROC was 0.8895, broadly on par with UniPACT's 0.8937 and MDS-ED's 0.8889.
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