Resources
Database Open Federated
Epicardially attached cardiac accelerometer data from canines and porcines
The database contains acceleration signals from accelerometers attached directly on the epicardium in canines and porcines during various interventions that altered cardiac function and myocardial motion. The tri-axial accelerometer was attached in …
heart aortic valve accelerometer mitral valve
Published: Jan. 6, 2023. Version: 1.0.0 | DOI: 10.13026/5xmr-zd88
Database Credentialed Federated
MIMIC-IV
Retrospectively collected medical data has the opportunity to improve patient care through knowledge discovery and algorithm development. Broad reuse of medical data is desirable for the greatest public good, but data sharing must be done in a manne…
critical care mimic intensive care unit machine learning
Published: Jan. 6, 2023. Version: 2.2 | DOI: 10.13026/6mm1-ek67
Database Credentialed Federated
MIMIC-IV-Note: Deidentified free-text clinical notes
The advent of large, open access text databases has driven advances in state-of-the-art model performance in natural language processing (NLP). The relatively limited amount of clinical data available for NLP has been cited as a significant barrier …
critical care mimic natural language processing clinical notes deidentification electronic health record
Published: Jan. 6, 2023. Version: 2.2 | DOI: 10.13026/1n74-ne17
Database Credentialed Federated
MIMIC-IV-Note: Deidentified free-text clinical notes
The advent of large, open access text databases has driven advances in state-of-the-art model performance in natural language processing (NLP). The relatively limited amount of clinical data available for NLP has been cited as a significant barrier …
clinical notes mimic critical care electronic health record natural language processing deidentification
Published: Jan. 5, 2023. Version: 2.1 | DOI: 10.13026/0p14-t007
Database Credentialed Federated
MIMIC-IV-ECG - Diagnostic Electrocardiogram Matched Subset
The MIMIC-IV-ECG module contains approximately 800,000 diagnostic electrocardiograms across nearly 160,000 unique patients. These diagnostic ECGs use 12 leads and are 10 seconds in length. They are sampled at 500 Hz. This subset contains all of…
Published: Dec. 23, 2022. Version: 0.1 | DOI: 10.13026/tw25-ec93
Database Open Federated
KINECAL
The field of human action recognition has made great strides in recent years, much helped by the availability of a wide variety of datasets that use Kinect to record human movement. Conversely, progress towards using Kinect in clinical practice has …
balance postural sway posturography clinical tests falls-risk age-related changes
Published: Dec. 22, 2022. Version: 1.0.2 | DOI: 10.13026/ky1q-3h26
Database Credentialed Federated
RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports
We present a radiology question answering dataset, RadQA, with 3074 questions posed against radiology reports and annotated with their corresponding answer spans (resulting in a total of 6148 question-answer evidence pairs) by physicians. The questi…
question answering clinical notes radiology reports machine reading comprehension electronic health records
Published: Dec. 9, 2022. Version: 1.0.0 | DOI: 10.13026/ckkp-6y19
Database Open Federated
Gesture Recognition and Biometrics ElectroMyogram (GRABMyo)
We present the Gesture Recognition and Biometrics ElectroMyogram (GRABMyo) dataset, an open-access dataset of electromyogram (EMG) recordings collected from the wrist and forearm muscles while performing hand gestures. Data were collected from 43 he…
Published: Dec. 2, 2022. Version: 1.0.2 | DOI: 10.13026/dzhr-nj10
Database Credentialed Federated
CXR-PRO: MIMIC-CXR with Prior References Omitted
CXR-PRO is an adaptation of the MIMIC-CXR dataset that omits references to prior radiology reports. Consisting of 374,139 free-text radiology reports and associated chest radiographs, CXR-PRO addresses the issue of hallucinated references to priors …
generation large language models free-text radiology reports references to priors retrieval
Published: Nov. 23, 2022. Version: 1.0.0 | DOI: 10.13026/frag-yn96
Database Credentialed Federated
MIMIC-IV
Retrospectively collected medical data has the opportunity to improve patient care through knowledge discovery and algorithm development. Broad reuse of medical data is desirable for the greatest public good, but data sharing must be done in a manne…
critical care machine learning mimic intensive care unit
Published: Nov. 16, 2022. Version: 2.1 | DOI: 10.13026/rrgf-xw32