Resources
Database Contributor Review
A multimodal dental dataset facilitating machine learning research and clinic services
Wenjing Liu, Yunyou Huang, Suqin Tang
Published: Oct. 11, 2024. Version: 1.1.0
Database Credentialed Access
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
preprocessing electronic health record machine learning
Published: April 28, 2021. Version: 1.0.0
Database Open Access
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
Hyung-Chul Lee, Chul-Woo Jung
waveform anesthesia vitaldb intraoperative biosignal ecg
Published: Sept. 21, 2022. Version: 1.0.0
Database Contributor Review
Salzburg Intensive Care database (SICdb), a freely accessible intensive care database
Niklas Rodemund, Andreas Kokoefer, Bernhard Wernly, Crispiana Cozowicz
clinical intensive care critical care open data machine learning
Published: Sept. 10, 2024. Version: 1.0.8
Database Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
Asad Aali, Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash Tehrani, Jangwon Kim, Akshay Chaudhari
clinical notes natural language processing brief hospital course text summarization machine learning
Published: Oct. 10, 2024. Version: 1.1.0
Database Credentialed Access
MIMIC-III - SequenceExamples for TensorFlow modeling
Jonas Kemp, Kun Zhang, Andrew Dai
tensorflow sequence modeling deep learning machine learning
Published: Sept. 29, 2020. Version: 1.0.0
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 deep learning chest x-ray machine learning
Published: Sept. 12, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
Asad Aali, Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash Tehrani, Jangwon Kim, Akshay Chaudhari
clinical notes natural language processing brief hospital course text summarization machine learning
Published: Oct. 10, 2024. Version: 1.1.0
Database Credentialed Access
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
preprocessing electronic health record machine learning
Published: April 28, 2021. Version: 1.0.0
Database Open Access
A large scale 12-lead electrocardiogram database for arrhythmia study
Jianwei Zheng, Hangyuan Guo, Huimin Chu
Published: Aug. 24, 2022. Version: 1.0.0
Visualize waveforms