Studying repeat blood donation from donation history

Version: 2026-09-21

The UCI Blood Transfusion Service Center dataset describes 748 donors from Hsin-Chu City, Taiwan. Its endpoint is donation in March 2007. The supplied model uses three history variables; it does not assess medical eligibility to donate.

The cohort represents one historical service, not current donors across regions. Validate on later donor cohorts and assess outreach effects separately. Eligibility, consent and contact policies require expert review. There is no external validation or evidence of a clinical benefit from this score.

Open the .nd project in Neural Designer. Its embedded data, parameters, saved sample roles and task report are preserved. If the original CSV path is unavailable, select the CSV included here. The source CSV may include unused columns; the embedded project defines the exact modelling schema.

The charts/ directory contains standalone HTML exported with the application chart builder. The schema and test-metrics files identify the exact inputs, outputs, evidence and source hash.

Dataset source: https://archive.ics.uci.edu/dataset/176/blood+transfusion+service+center
Retain the source attribution and its applicable dataset terms.

The original HTML expression is included unchanged. native-model.js contains the same mathematical functions extracted from it.
