Resources
Database Restricted Access
MIMIC-III-Ext-Synthetic-Clinical-Trial-Questions
Elizabeth Woo, Michael Craig Burkhart, Emily Alsentzer, Brett Beaulieu-Jones
large language models synthetic data distillation clinical trial eligibility
Published: April 22, 2025. 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 acute hypotension synthetic dataset generative modelling wasserstein generative adversarial network reinforcement learning machine learning
Published: Feb. 23, 2022. Version: 1.0.0
Database Restricted Access
MIMIC-III-Ext-Synthetic-Clinical-Trial-Questions
Elizabeth Woo, Michael Craig Burkhart, Emily Alsentzer, Brett Beaulieu-Jones
large language models synthetic data distillation clinical trial eligibility
Published: April 22, 2025. Version: 1.0.0
Database Open Access
Synthetic Mention Corpora for Disease Entity Recognition and Normalization
Kuleen Sasse, John David Osborne
nlp named entity recognition machine learning data augmentation entity normalization
Published: Feb. 3, 2025. 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 acute hypotension synthetic dataset generative modelling wasserstein generative adversarial network reinforcement learning machine learning
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 clinical question-answering medical discharge summaries large language models
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 Restricted Access
Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports
Daniel Reichenpfader, Sandro von Däniken, Harald Marcel Bonel
radiology mammography structured reporting bi-rads
Published: April 30, 2025. 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 waveforms