Resources
Model Credentialed Access
Transformer models trained on MIMIC-III to generate synthetic patient notes
Ali Amin-Nejad, Julia Ive, Sumithra Velupillai
Machine learning models that have been trained using MIMIC-III to enable the creation of synthetic discharge summaries.
Published: May 27, 2020. Version: 1.0.0
Model Credentialed Access
What's in a Note? Unpacking Predictive Value in Clinical Note Representations
Tristan Naumann, William Boag
Word vectors corresponding to the AMIA 2018 Informatics Summit paper of the same name.
Published: Jan. 7, 2018. Version: 0.1
Challenge Credentialed Access
ShAReCLEF eHealth 2013: Natural Language Processing and Information Retrieval for Clinical Care
Danielle Mowery
2013 ShARe/CLEF eHealth Evaluation Lab: Natural Language Processing and Information Retrieval for Clinical Care (Tasks 1 and 2).
Published: Feb. 15, 2013. Version: 1.0