Papers

• 2023-09-01 Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an AI-Ready Informatics Ecosystem for Radiation Oncology
  This report distills a CI4CC symposium on precision medicine in radiation oncology. It shares lessons for data acquisition, management, representation, and sharing. Those lessons prepare radiation oncology for safe integration of AI into clinical care.
• 2020-07-01 The My Cancer Genome clinical trial data model and trial curation workflow
  Cancer trials describe eligibility in free text. This paper presents a structured data model and curation workflow that turn trials into computable records of disease, biomarker, and treatment cohorts. Curators applied it to more than 5,000 oncology trials published on My Cancer Genome.
• 2017-08-01 AACR Project GENIE: Powering Precision Medicine through an International Consortium
  AACR Project GENIE pools clinical-grade cancer genomic data and clinical outcomes from institutions worldwide into one shared registry. The first public release covered about 19,000 samples. Early analysis estimated that more than 30 percent of tumors carry a clinically actionable alteration.