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cff-version: 1.2.0
title: >-
SUPPORT2 Audited Survival Benchmark:
Principled Audit, Corrected Baselines, LODGO Transportability,
and Open Reference Pipeline
message: "If you use this software, please cite both the paper and the software release (DOI below)."
type: software
authors:
- given-names: Truong Quynh
family-names: Hoa
email: hoa@clevix.vn
affiliation: "H&K Research Studio, Clevix LLC, Hanoi, Vietnam"
orcid: "https://orcid.org/0000-0000-0000-0000"
- given-names: Hoang Dinh
family-names: Cuong
email: hoangdinhcuong@timhanoi.vn
affiliation: "Department of Cardiology, Hanoi Heart Hospital, Hanoi, Vietnam"
- given-names: Luu Duc
family-names: Trung
email: trung.ld@clevix.vn
affiliation: "H&K Research Studio, Clevix LLC, Hanoi, Vietnam"
repository-code: "https://github.com/ClevixLab/support2-survival"
url: "https://github.com/ClevixLab/support2-survival"
license: MIT
version: "1.0.0"
date-released: "2026-04-22"
# After the first GitHub Release triggers a Zenodo archive, fill in the DOI below:
identifiers:
- type: doi
value: "10.5281/zenodo.XXXXXXX"
description: "Zenodo archive for v1.0.0 (update after first GitHub Release)"
keywords:
- survival analysis
- data leakage audit
- feature leakage
- gradient boosting
- SUPPORT2
- Knaus 1995
- intensive care
- mortality prediction
- concordance index
- decision curve analysis
- SHAP
- leave-one-disease-group-out
- internal-external validation
- transportability
- reproducible research
preferred-citation:
type: article
title: >-
Hidden Leakage in SUPPORT2 Survival Benchmarks:
A Principled Audit, Corrected Baselines, and Open Reference Pipeline
authors:
- given-names: Truong Quynh
family-names: Hoa
- given-names: Hoang Dinh
family-names: Cuong
- given-names: Luu Duc
family-names: Trung
journal: "PLOS ONE"
year: 2026
month: 4
doi: "10.1371/journal.pone.XXXXXXX"
url: "https://doi.org/10.1371/journal.pone.XXXXXXX"