README
Heart failure readmissions
*Who is readmitted within 30 days of a heart failure admission?*
Admissions for heart failure at Harbor Heart Institute, with ejection fraction, NT-proBNP, creatinine, blood pressure and sodium at admission, plus a summary of the admission ECG. Outcomes: readmission within 30 days and death within a year.
What's here
- hf_admissions and ecg_summaries: protected copies
- evals/readmission-30d-bench.md: a frozen benchmark with a held-out split
- papers/hf-readmission-preprint.pdf: the preprint the benchmark comes from
- results/calibration-by-decile.csv: the published model's calibration
Good to know
- ecg_summaries has no PR interval when the rhythm is atrial fibrillation.
- One hospital system; results may not carry over elsewhere.