Resources
Database Credentialed Access
MIMIC-III-Ext-VeriFact-BHC: Labeled Propositions From Brief Hospital Course Summaries for Long-form Clinical Text Evaluation
artificial intelligence natural language processing clinical notes electronic health records brief hospital course large language models long-form text chart review text reranking atomic claim hybrid retrieval clinical informatics clinical medicine fact verification retrieval-augmented generation logical atomism text embedding formal logic llm-as-a-judge llm evaluation
Published: April 9, 2025. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
natural language processing clinical notes machine learning brief hospital course text summarization
Published: Feb. 3, 2025. Version: 1.2.0
Database Restricted Access
CXRGraph: Using Information Extraction to Normalize the Training Data for Automatic Radiology Report Generation
relation extraction information extraction natural language processing named entity recognition structured radiology report
Published: Feb. 3, 2025. Version: 1.0.0
Database Credentialed Access
MedDec: Medical Decisions for Discharge Summaries in the MIMIC-III Database
natural language processing medical decisions span classification discharge summary mimic
Published: Oct. 16, 2024. Version: 1.0.0
Database Credentialed Access
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
artificial intelligence information extraction oncology natural language processing electronic health records large language models
Published: Feb. 7, 2024. Version: 1.0
Database Credentialed Access
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
natural language processing coreference resolution radiology
Published: Jan. 30, 2024. Version: 1.0.0
Database Credentialed Access
Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database
natural language processing social determinants of health
Published: Jan. 24, 2024. Version: 1.0.1
Challenge Credentialed Access
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
bionlp clinical natural language processing electronic health record summarization
Published: Nov. 12, 2023. Version: 2.0.0
Model Credentialed Access
Characterization of Stigmatizing Language in Medical Records
clinical natural language processing domain transfer bias stigmatizing language mimic large language models
Published: Nov. 6, 2023. Version: 1.0.0
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
pressure injury risk prediction acute kidney injury anemia forecasting natural language processing deep learning
Published: Sept. 15, 2022. Version: 1.0