Resources
Database Credentialed Access
Eye Gaze Data for Chest X-rays
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Matthew Tong, Arjun Sharma, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth Krupinski, Mehdi Moradi
audio convolutional network heatmap eye tracking multimodal chest x-ray radiology machine learning explainability chest cxr deep learning
Published: Sept. 12, 2020. 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
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic critical care machine learning intensive care unit
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
MIMIC-III - SequenceExamples for TensorFlow modeling
Jonas Kemp, Kun Zhang, Andrew Dai
tensorflow sequence modeling machine learning deep learning
Published: Sept. 29, 2020. 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
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 Open Access
Heart and lung segmentations for MIMIC-CXR/MIMIC-CXR-JPG and Montgomery County TB databases
Benjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartlomiej W Papiez, Adam Mahdi
segmentation heart and lungs montgomery country tb mimic-cxr
Published: Aug. 14, 2023. Version: 1.0.0
Database Open Access
PTB-XL+, a comprehensive electrocardiographic feature dataset
Nils Strodthoff, Temesgen Mehari, Claudia Nagel, Philip Aston, Ashish Sundar, Claus Graff, Jørgen Kanters, Wilhelm Haverkamp, Olaf Doessel, Axel Loewe, Markus Bär, Tobias Schaeffter
electrocardiography ptb-xl ptb ecg
Published: June 27, 2023. Version: 1.0.1
Visualize waveformsDatabase Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
Luis Filipe Nakayama, Mariana Goncalves, Lucas Zago Ribeiro, Helen Santos, Daniel Ferraz, Fernando Malerbi, Leo Anthony Celi, Caio Regatieri
Published: March 8, 2023. Version: 1.0.0
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic critical care machine learning intensive care unit
Published: Jan. 6, 2023. Version: 2.2