Hospital BenchEvidence / original sources
Follow the references behind Hospital Bench. Each entry explains its role, links to the original publication, and identifies the guides that use it.
Content updated September 28, 2026. Inclusion does not imply endorsement.
Wornow, Thapa, Steinberg, Fries and Shah; Stanford
Versioned EHRSHOT paper with prediction task definitions and patient/label counts.
Version: arXiv v2, 2 November 2023
Evidence locator: Tables 3–4; Section 5; Appendix C.3
arxiv.orgStanford Shah Lab
Code Apache 2.0; dataset uses separate Stanford Research Use Agreement.
Version: Accessed 28 September 2026
Evidence locator: README, LICENSE and DUA.md
github.comStanford University
Stanford’s dataset-specific license is separate from the Apache 2.0 software license.
Version: Accessed 28 September 2026
Evidence locator: Research use, redistribution and clinical-use conditions
github.comHager, Jungmann, Holland et al.; Nature Medicine
Original MIMIC-CDM study; historical models and restricted disease cohort.
Version: 4 July 2024
Evidence locator: Figure 3; Metrics and statistical analysis; Methods
www.nature.comHager, Jungmann and Rueckert; PhysioNet
Official data card; 2,400 patients, disease counts, access and release notes.
Version: 8 July 2024, v1.1
Evidence locator: Methods; Usage Notes; Access; Release Notes
physionet.orgPaul Hager and collaborators
MIT code license; source data remains credentialed.
Version: Accessed 28 September 2026
Evidence locator: README and LICENSE
github.com