Resources
Database Credentialed Access
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Madhumita Sushil, Vanessa Kennedy, Divneet Mandair, Brenda Miao, Travis Zack, Atul Butte
artificial intelligence information extraction oncology natural language processing large language models electronic health records
Published: Feb. 7, 2024. Version: 1.0
Database Credentialed Access
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Madhumita Sushil, Vanessa Kennedy, Divneet Mandair, Brenda Miao, Travis Zack, Atul Butte
artificial intelligence information extraction oncology natural language processing large language models electronic health records
Published: Feb. 7, 2024. Version: 1.0
Database Credentialed Access
MIMIC-III-Ext-VeriFact-BHC: Labeled Propositions From Brief Hospital Course Summaries for Long-form Clinical Text Evaluation
Philip Chung, Akshay Swaminathan, Alex Goodell, Yeasul Kim, Momsen Reincke, Lichy Han, Ben Deverett, Mohammad Amin Sadeghi, Abdel badih El Ariss, Marc Ghanem, David Seong, Andrew Lee, Caitlin Coombes, Brad Bradshaw, Mahir Sufian, Hyo Jung Hong, Teresa Nguyen, Mohammad Rasouli, Komal Kamra, Mark Burbridge, James McAvoy, Roya Saffary, Stephen Parnell Ma, Dev Dash, James Xie, Ellen Wang, Cliff Schmiesing, Nigam Shah, Nima Aghaeepour
artificial intelligence clinical notes natural language processing brief hospital course large language models electronic health records 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
MedDec: Medical Decisions for Discharge Summaries in the MIMIC-III Database
Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi
natural language processing mimic medical decisions span classification discharge summary
Published: Oct. 16, 2024. Version: 1.0.0
Database Credentialed Access
Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database
Marco Guevara, Shan Chen, Spencer Thomas, Danielle Bitterman
natural language processing social determinants of health
Published: Jan. 24, 2024. Version: 1.0.1
Database Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
Asad Aali, Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash Tehrani, Jangwon Kim, Akshay Chaudhari
clinical notes natural language processing 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
Yuxiang Liao, Hoisang Heung, Hantao Liu, Irena Spasic
relation extraction information extraction natural language processing named entity recognition structured radiology report
Published: Feb. 3, 2025. Version: 1.0.0
Challenge Credentialed Access
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Majid Afshar
bionlp clinical natural language processing electronic health record summarization
Published: Nov. 12, 2023. Version: 2.0.0
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
Travis Goodwin
pressure injury risk prediction acute kidney injury anemia forecasting natural language processing deep learning
Published: Sept. 15, 2022. Version: 1.0
Database Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care pediatrics critical care natural language processing
Published: Nov. 12, 2020. Version: 1.1.0