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 explainability chest cxr multimodal radiology machine learning deep learning chest x-ray
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 acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network machine learning
Published: Feb. 23, 2022. Version: 1.0.0
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 acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network machine learning
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 acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network machine learning
Published: Feb. 23, 2022. Version: 1.0.0
Database Restricted Access
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Ke Wang, Jiamu Yang, Ayush Shetty, Jessilyn Dunn
wearable biomedical sleep disorders time series classification
Published: April 30, 2024. Version: 1.0.0
Database Restricted Access
CheXchoNet: A Chest Radiograph Dataset with Gold Standard Echocardiography Labels
Pierre Elias, Shreyas Bhave
heart failure chest x-rays early detection cardiac structural abnormalties deep learning
Published: March 20, 2024. Version: 1.0.0
Database Open Access
Regulation of Brain Cognitive States through Auditory, Gustatory, and Olfactory Stimulation with Wearable Monitoring
Hamid Fekri Azgomi, Luciano Branco, Md Rafiul Amin, Saman Khazaei, Rose T Faghih
eeg music signal processing heart rate physiological signals neurophysiology coffee empatica n-back experiments perfume wearable devices control systems memory task muse closed-loop brain cognitive states skin conductance
Published: Dec. 18, 2023. 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 waveforms