Resources
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
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang
Published: April 12, 2022. Version: 1.0.0
Database Open Access
Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset
Shawn Tan, Satya Ortiz-Gagné, Nicolas Beaudoin-Gagnon, Pierre Fecteau, Aaron Courville, Yoshua Bengio, Joseph Paul Cohen
Published: April 12, 2022. Version: 1.0
Visualize waveformsDatabase Credentialed Access
MedNLI - A Natural Language Inference Dataset For The Clinical Domain
Chaitanya Shivade
natural language inference recognizing textual entailment
Published: Oct. 1, 2019. Version: 1.0.0
Database Open Access
EPHNOGRAM: A Simultaneous Electrocardiogram and Phonocardiogram Database
Arsalan Kazemnejad, Peiman Gordany, Reza Sameni
stress-test electrocardiogram phonocardiogram
Published: June 11, 2021. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
electronic health record preprocessing machine learning
Published: April 28, 2021. Version: 1.0.0
Database Restricted Access
Flatten: COVID-19 Survey Data on Symptoms, Demographics and Mental Health in Canada
Shrey Jain, Marie Charpignon, Mathew Samuel, Jaydeep Mistry, Nicholas Frosst, Leo Anthony Celi, Marzyeh Ghassemi
public health population statistics covid-19
Published: March 8, 2021. Version: 1.0
Database Open Access
Cerebral perfusion and cognitive decline in type 2 diabetes
Vera Novak, Rodrigo Quispe, Charles Saunders
Published: Jan. 20, 2021. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
Annotated Question-Answer Pairs for Clinical Notes in the MIMIC-III Database
Xiang Yue, Xinliang Frederick Zhang, Huan Sun
clinical question answering clinical nlp clinical reading comprehension
Published: Jan. 15, 2021. Version: 1.0.0
Database Restricted Access
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Zhongheng Zhang, Linghong Cao, Yan Zhao, Ziyin Xu, Rangui Chen, Lukai Lv, Ping Xu
heart failure china electronic health record
Published: Dec. 1, 2020. Version: 1.2