Resources
Database Credentialed Access
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Medical oncology progress notes annotated with advanced, comprehensive oncology-relevant concepts and relationships.
artificial intelligence information extraction oncology natural language processing electronic health records large language models
Published: Feb. 7, 2024. Version: 1.0
Model Credentialed Access
Shareable Artificial Intelligence to Extract Cancer Outcomes from Electronic Health Records for Precision Oncology Research
The DFCI-imaging-student and DFCI-medonc-student AI models for extracting cancer outcomes from imaging reports and medical oncologist notes from electronic health records.
Published: Oct. 24, 2024. Version: 1.0.0
Database Credentialed Access
AIPatient KG: MIMIC-III and CORAL Electronic Health Records based Patient Knowledge Graph
This project integrates MIMIC-III and CORAL electronic health records into knowledge graphs to improve medical analysis and enhance decision-making capabilities. Resources include two knowledge graph snapshots and two question-and-answering datasets.
Published: April 15, 2025. Version: 1.0.0