Resources
Database Credentialed Federated
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
We created a dataset of clinical action items annotated over MIMIC-III. This dataset, which we call CLIP, is annotated by physicians and covers 718 discharge summaries, representing 107,494 sentences. Annotations were collected as character-level sp…
Published: June 21, 2021. Version: 1.0.0 | DOI: 10.13026/kw00-z903
Database Open Federated
EPHNOGRAM: A Simultaneous Electrocardiogram and Phonocardiogram Database
The electro-phono-cardiogram (EPHNOGRAM) project focused on the development of low-cost and low-power devices for recording simultaneous electrocardiogram (ECG) and phonocardiogram (ECG) data, with auxiliary channels for capturing environmental audi…
stress-test electrocardiogram phonocardiogram
Published: June 12, 2021. Version: 1.0.0 | DOI: 10.13026/tjtq-5911
Database Open Federated
Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management
We introduce Q-Pain, a dataset for assessing bias in medical QA in the context of pain management. We developed 55 medical question-answer pairs across five different types of pain management: each question includes a detailed patient-specific medic…
Published: June 11, 2021. Version: 1.0.0 | DOI: 10.13026/2tdv-hj07
Database Credentialed Federated
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
RadGraph is a dataset of entities and relations in full-text radiology reports. We designed a novel information extraction (IE) schema to structure clinical information in a radiology report with four entities and three relations. Our train set cons…
entity and relation extraction natural language processing graph radiology multi-modal
Published: June 3, 2021. Version: 1.0.0 | DOI: 10.13026/hm87-5p47
Database Open Federated
Open Access Dataset and Toolbox of High-Density Surface Electromyogram Recordings
We provide an open access dataset of High densitY Surface Electromyogram (HD-sEMG) Recordings (named "Hyser"), and a toolbox for neural interface research. We acquired data from 20 subjects with each subject participating in our experiment…
Published: May 28, 2021. Version: 1.0.0 | DOI: 10.13026/ym7v-bh53
Database Open Federated
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 …
ehr ecg eeg polysomnography sleep study pediatrics electronic health records sleep disorders clinical decision support
Published: May 19, 2021. Version: 0.1.0 | DOI: 10.13026/sq6b-9n68
Database Open Federated
Influence of the MHD effect on 12-lead and 3-lead ECGs recorded in 1T to 7T MRI scanners
This ECG dataset was acquired in different magnetic resonance imaging (MRI) scanners to study the magnetohydrodynamic (MHD) effect. The MHD effect, which is caused an interaction of the MRI’s strong static magnetic field and the patient’…
cardiac mri patient monitoring magnetohydrodynamic ecg mri mhd
Published: May 18, 2021. Version: 1.0.0 | DOI: 10.13026/05td-jn37
Database Open Federated
Two-tiered response of cardiorespiratory-cerebrovascular networks to orthostatic challenge
The authors used this dataset to evaluate the responsiveness of the cardiorespiratory-cerebrovascular networks by capturing linear and nonlinear interdependencies to postural changes. Ten young healthy adults participated in our study between D…
Published: May 17, 2021. Version: 1.0 | DOI: 10.13026/73w7-x881
Database Credentialed Federated
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
This is a preprocessed dataset derived from patient records in MIMIC-III and eICU, two large-scale electronic health record (EHR) databases. It contains features and labels for 5 prediction tasks involving 3 adverse outcomes (prediction ti…
electronic health record preprocessing machine learning
Published: April 29, 2021. Version: 1.0.0 | DOI: 10.13026/2qtg-k467
Database Open Federated
Effect of 24-hour sleep deprivation on cerebral hemodynamics and cognitive performance
Sleep deprivation (SD) is associated with decreased cognitive performance, but the underlying mechanisms are poorly understood. To assess the impact of SD on cerebral hemodynamics in the frontal lobe, functional near-infrared spectros…
Published: April 26, 2021. Version: 1.0.0 | DOI: 10.13026/669h-cx11