Article

Registry Forge: an open-source end-to-end pipeline for patient-directed SMART on FHIR registries

2026-06-03

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Objectives</h4> Patient-directed SMART on FHIR lets registries acquire longitudinal electronic health record data, but the payload requires substantial engineering before use. We present Registry Forge, an open-source pipeline that converts it into research-ready outputs. <h4>Materials and Methods</h4> Registry Forge decodes and parses mixed C-CDA, HTML, RTF, PDF, and FHIR inputs, joins re...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 3326eba8-b932-5f03-84a9-4d15b16d91f1
DOI: 10.64898/2026.06.02.26354637

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Registry Forge: an open-source end-to-end pipeline for patient-directed SMART on FHIR registriesDOI 10.64898/2026.06.02.26354637Read

Scalable information extraction from free text electronic health records using large language modelsSemantic proximity Read

RD-RAP: beyond rare disease patient registries, devising a comprehensive data and analytic frameworkSemantic proximity Read

Scalable information extraction from free text electronic health records using large language modelsSemantic proximity Read

Leaf—An open-source, model-agnostic, data-driven web application for cohort discovery and translational biomedical researchSemantic proximity Read

SBDH-Reader: an LLM-powered method for extracting social and behavioral determinants of health from clinical notesSemantic proximity Read

ClarID: A Human-Readable and Compact Identifier Specification for Biomedical Metadata IntegrationSemantic proximity Read

From Spreadsheets and Bespoke Models to Enterprise Data Warehouses: GPT-enabled Clinical Data Ingestion into i2b2Semantic proximity Read

Automating Epidemiology Report Generation from the MIMIC-IV Clinical Database using SNOMED CT and SQLSemantic proximity Read

Evaluation of Care Quality for Atrial Fibrillation Across Non-Interoperable Electronic Health Record Data using a Retrieval-Augmented Generation-enabled Large Language ModelSemantic proximity Read

Identifying Family Structures from Obituaries and Matching them to Patients in an Electronic Heath RecordSemantic proximity Read

The Geisinger MyCode community health initiative: an electronic health record-linked biobank for precision medicine research.Semantic proximity Read

Data from the IMPROVE Project: Labelling Decisions and Metadata from an Umbrella Review on Patient-Generated Health Data in Digital HealthSemantic proximity Read