Resources
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matt Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision radiology chest x-ray deep learning
Published: Nov. 14, 2019. Version: 2.0.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
mimic chest x-rays computer vision radiology machine learning natural language processing
Published: Sept. 19, 2019. Version: 2.0.0
Database Credentialed Access
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
clinical intensive care machine learning natural language processing critical care
Published: Sept. 4, 2016. Version: 1.4
Database Open Access
Brain Hemorrhage Extended (BHX): Bounding box extrapolation from thick to thin slice CT images
Eduardo Pontes Reis, Felipe Nascimento, Mateus Aranha, Fernando Mainetti Secol, Birajara Machado, Marcelo Felix, Anouk Stein, Edson Amaro
Published: July 29, 2020. Version: 1.1
Database Credentialed Access
MedNLI - A Natural Language Inference Dataset For The Clinical Domain
Chaitanya Shivade
recognizing textual entailment natural language inference
Published: Oct. 1, 2019. Version: 1.0.0
Software Open Access
Random Search Toolbox
A major issue with many signal processing and machine learning algorithms is the lack of optimisation methods for determining the numerous hyper-parameters associated with the model as well as the knowledge of which hyper-parameters are relevant. Th…
Published: Nov. 4, 2014. Version: 1.0.0