Laboratory measurements
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sepsis, unspecified (A41.9) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)74.2 | 3 | |
| Acute kidney failure, stage 1 (N17.91) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)79 | 3 | |
| Osteolysis, multiple sites (M89.50) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)87 | 3 | |
| Other hypothyroidism (E03.8) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)0.694 | 3 | |
| Essential hypertension, unspec. (I10.90) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)76.8 | 3 | |
| Streptococcus grp D / Enterococcus (B95.2) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)0.689 | 3 | |
| Sec. malig. neoplasm, peritoneum (C78.6) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)0.888 | 3 | |
| Essential hypertension, benign (I10.00) prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | AUROC (Median)0.722 | 3 | |
| Escherichia coli (B96.2) prediction | Laboratory measurements (10–30 day intervals prior to diagnosis) (test) | AUROC (Median)0.661 | 3 | |
| All-cause mortality prediction | Laboratory measurements 10–30 day intervals prior to diagnosis (test) | Median AUROC0.697 | 3 |
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