Machine learning

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• Unlocking the next level of RWD: Flatiron’s Scientific Vision
  • Real-world evidence
  • Data science
  • Machine learning
  • Artificial intelligence
• The real-world perspective: Why global RWE matters in modern oncology
  • Real-world evidence
  • Machine learning
  • Prostate cancer
  • Artificial intelligence
• High-quality, validated AI-enabled research: Insights from recent prostate cancer research
  • Real-world evidence
  • Machine learning
  • Quality reporting
  • Prostate cancer
  • Artificial intelligence
• Flatiron Health announces 18 research acceptances featuring the company's real-world data to be presented at ISPOR 2026
  • Machine learning
  • Press releases
• From real-world data (RWD) to digital twins: building models for patient-level counterfactual prediction in oncology

  ISPOR

  • Publication summary
  • Publications
  • Machine learning
  • Non-small cell lung cancer
  • Artificial intelligence
• Assessing quality of a LLM-derived prostate cancer (PC) real-world dataset: an application of the validation of accuracy for LLM/ML-extracted information and data (VALID) framework

  ISPOR

  • Publication summary
  • Publications
  • Machine learning
  • Prostate cancer
  • Artificial intelligence
• Customization of a large language model approach to capture PSA and imaging derived real-world progression events in prostate cancer

  ISPOR

  • Publication summary
  • Publications
  • Machine learning
  • Prostate cancer
  • Artificial intelligence
• Japanese language EHR LLM extraction of longitudinal unstructured ECOG performance status

  JSMO Annual Meeting

  • Publication summary
  • Publications
  • Machine learning
  • Artificial intelligence
• Ensuring reliability of curated EHR-derived data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework

  JCO Cancer Clinical Informatics

  • Publication summary
  • Publications
  • Machine learning
  • Quality improvement
  • Quality reporting