Resources
Database Credentialed Access
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
Database Credentialed Access
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
Model Credentialed Access
Transformer models trained on MIMIC-III to generate synthetic patient notes
Ali Amin-Nejad, Julia Ive, Sumithra Velupillai
Published: May 27, 2020. Version: 1.0.0
Database Credentialed Access
EHR-DS-QA: A Synthetic QA Dataset Derived from Medical Discharge Summaries for Enhanced Medical Information Retrieval Systems
Konstantin Kotschenreuther
mimic-iv large language models clinical question-answering medical discharge summaries
Published: Jan. 11, 2024. Version: 1.0.0
Database Open Access
Fetal ECG Synthetic Database
The FECGSYNDB is a large database of simulated adult and non-invasive fetal ECG (NI-FECG) signals, which provides a robust resource that enables reproducible research in the field. The data is generated using the FECGSYN simulator (visit website).
Published: April 29, 2016. Version: 1.0.0
Visualize waveformsDatabase Open Access
Fetal ECG Synthetic Database
The FECGSYNDB is a large database of simulated adult and non-invasive fetal ECG (NI-FECG) signals, which provides a robust resource that enables reproducible research in the field. The data is generated using the FECGSYN simulator (visit website).
Published: April 29, 2016. Version: 1.0.0
Visualize waveformsModel Credentialed Access
Asclepius-R : Clinical Large Language Model Built On MIMIC-III Discharge Summaries
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
clinical notes synthetic notes large language model asclepius synthetic clinical notes llm open-source clinical llm
Published: Jan. 30, 2024. Version: 1.0.1
Model Credentialed Access
Asclepius-R : Clinical Large Language Model Built On MIMIC-III Discharge Summaries
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
clinical notes synthetic notes large language model asclepius synthetic clinical notes llm open-source clinical llm
Published: Jan. 30, 2024. Version: 1.0.1
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 Contributor Review
CARMEN-I: A resource of anonymized electronic health records in Spanish and Catalan for training and testing NLP tools
Eulalia Farre Maduell, Salvador Lima-Lopez, Santiago Andres Frid, Artur Conesa, Elisa Asensio, Antonio Lopez-Rueda, Helena Arino, Elena Calvo, Maria Jesús Bertran, Maria Angeles Marcos, Montserrat Nofre Maiz, Laura Tañá Velasco, Antonia Marti, Ricardo Farreres, Xavier Pastor, Xavier Borrat Frigola, Martin Krallinger
de-identification anonymization clinical ner
Published: Nov. 2, 2023. Version: 1.0