Publication summary

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• Privacy-preserving error analysis loop For ML-based extraction of oncology EHR data

  ESMO AI & Digital Oncology

  • Publication summary
  • Publications
  • Data science
  • Machine learning
  • Data management
• A pan-tumor and pan-country approach to LLM-based extraction of systemic therapies from the electronic health record

  ESMO AI & Digital Oncology

  • Publication summary
  • Publications
  • Machine learning
  • Tumor agnostic
  • Data management
• A framework for evaluating performance of LLM-based extraction from the electronic health record across different healthcare systems

  ESMO AI & Digital Oncology

  • Publication summary
  • Publications
  • Machine learning
  • Quality improvement
  • Data management
• Survival prediction in advanced NSCLC (aNSCLC) amid evolving standards of care (SOC): Digital twin modeling incorporating LLM-extracted clinical context

  ESMO AI & Digital Oncology

  • Publication summary
  • Publications
  • Machine learning
• Structuring GDPR-compliant private networks to enable LLM-Extracted oncology data on pseudonymized patient EHR data in Europe

  ESMO AI & Digital Oncology

  • Publication summary
  • Publications
  • Data science
  • Machine learning
• Real-world treatment patterns and survival outcomes in second and third line settings in large B-cell lymphoma

  ASH Annual Meeting

  • Publication summary
  • Publications
  • Treatment patterns
  • Diffuse large B-Cell lymphoma
• Real-world measurable residual disease (MRD) testing patterns and associated outcomes in patients with Philadelphia-negative B-cell acute lymphoblastic leukemia

  ASH Annual Meeting

  • Publication summary
  • Publications
• Real-world insights into diffuse large B-cell lymphoma from EHR-derived data in Germany and the United Kingdom

  ASH Annual Meeting

  • Publication summary
  • Publications
• Use and outcomes following blinatumomab rechallenge in adolescents and young adults and adults with B-cell acute lymphoblastic leukemia

  ASH Annual Meeting

  • Publication summary
  • Publications
  • Treatment patterns