Publications | Flatiron Health | Data Quality

Browse every publication tagged Data Quality

March 2026
Ensuring reliability of curated EHR-derived data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework
November 2025
A pan-tumor and pan-country approach to LLM-based extraction of systemic therapies from the electronic health record
November 2025
Privacy-preserving error analysis loop For ML-based extraction of oncology EHR data
November 2025
A framework for evaluating performance of LLM-based extraction from the electronic health record across different healthcare systems
- Artificial intelligence
- Data Quality
June 2023
A systematic approach towards missing lab data in electronic health records: A case study in non-small cell lung cancer and multiple myeloma
May 2023
Technology-enabled clinical trials: Intentional capture of source data in the electronic-health record and direct transfer to trial database in a phase II multicenter trial
- Data Quality
- Clinical development
April 2023
Implementation of a real-world data quality framework in an nationwide oncology electronic health record-derived database
- Methodology
- Data Quality
November 2021
Bridging the divide between clinical research and clinical care in oncology: an integrated real-world evidence generation platform
July 2021
Progress in the application of machine learning algorithms to cancer research and care