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CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Madhumita Sushil, Vanessa Kennedy, Divneet Mandair, et al.
Medical oncology progress notes annotated with advanced, comprehensive oncology-relevant concepts and relationships.
information extraction
artificial intelligence
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
Kenneth Kehl, Pavel Trukhanov, Christopher Fong, et al.
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
Lizhou Fan, Huizi Yu
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
Maintained by the MIT Laboratory for Computational Physiology
Supported by the National Institute of Biomedical Imaging and Bioengineering (NIBIB), National Heart Lung and Blood Institute (NHLBI), and NIH Office of the Director under NIH grant numbers U24EB037545 and R01EB030362
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