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34 lines (34 loc) · 1.33 KB
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{
"title": "EHR Risk Framework — Leakage-Aware, Calibrated, Explainable Open Software",
"description": "Open research software for leakage-aware longitudinal EHR-like binary risk prediction (chronic-disease and other horizon tasks). Index/horizon feature construction, isotonic calibration (Brier/ECE), SHAP and exploratory fairness jobs, FastAPI + Angular workbench, task YAML, training manifests, and reproducible synthetic verification. Research and education only — not a medical device; not for patient care.",
"upload_type": "software",
"license": "mit",
"creators": [
{
"name": "Hossain, Md Rana",
"affiliation": "Maharishi International University"
}
],
"keywords": [
"electronic health records",
"chronic disease risk prediction",
"temporal leakage",
"calibration",
"explainable AI",
"fairness",
"reproducibility",
"research software",
"FastAPI",
"Angular"
],
"access_right": "open",
"version": "1.0.0",
"related_identifiers": [
{
"relation": "isSupplementTo",
"identifier": "https://github.com/ranasl62/ehr-chronic-disease-risk-prediction",
"resource_type": "software"
}
],
"notes": "Cite via CITATION.cff. Zenodo DOI: https://doi.org/10.5281/zenodo.21448693 (10.5281/zenodo.21448693). ORCID for the creator can be added when available."
}