Resources
Database Credentialed Federated
Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries
Opioid use disorder (OUD) is underdiagnosed in health system settings, limiting research on OUD using electronic health records (EHRs). Medical encounter notes can enrich structured EHR data with documented signs and symptoms of OUD and social risks…
clinical notes substance use natural language processing opioid use disorder
Published: Feb. 8, 2023. Version: 1.0.0 | DOI: 10.13026/tbb4-t319
Database Open Federated
MIMIC-IV-ED Demo
MIMIC-IV-ED is a publicly accessible database of over 400,000 emergency department (ED) admissions to the Beth Israel Deaconess Medical Center between 2011 and 2019. Access to MIMIC-IV-ED requires registration on PhysioNet, identity verification, co…
mimic emergency department
Published: Feb. 8, 2023. Version: 2.2 | DOI: 10.13026/jzz5-vs76
Database Open Federated
MIMIC-IV Clinical Database Demo
The Medical Information Mart for Intensive Care (MIMIC)-IV database is comprised of deidentified electronic health records for patients admitted to the Beth Israel Deaconess Medical Center. Access to MIMIC-IV is limited to credentiale…
mimic critical care electronic health record
Published: Jan. 31, 2023. Version: 2.2 | DOI: 10.13026/dp1f-ex47
Database Open Federated
Pressure, flow, and dynamic thoraco-abdominal circumferences data for adults breathing under CPAP therapy
A respiratory pressure, flow, and dynamic circumference (chest and abdominal) dataset was collected from 30 healthy adults at the University of Canterbury under Human Research Ethics Committee (HREC) ethics. Pressure and flow data was collected usin…
Published: Jan. 25, 2023. Version: 1.0.0 | DOI: 10.13026/25q9-y416
Database Credentialed Federated
MIMICEL: MIMIC-IV Event Log for Emergency Department
In this work, we extract an event log from the MIMIC-IV-ED dataset by adopting a well-established event log generation methodology, and we name this event log MIMICEL. The data tables in the MIMIC-IV-ED dataset relate to each other based on the exis…
Published: Jan. 24, 2023. Version: 1.1.0 | DOI: 10.13026/9x27-dd33
Challenge Contributor Review Federated
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Automatically summarizing patients’ main problems from the daily care notes in the electronic health record can help mitigate information and cognitive overload for clinicians and provide augmented intelligence via computerized diagnostic deci…
bionlp electronic health record summarization clinical natural language processing
Published: Jan. 19, 2023. Version: 1.0.0 | DOI: 10.13026/1z6g-ex18
Database Open Federated
Simultaneous physiological measurements with five devices at different cognitive and physical loads
This open database contains physiological measurements from 13 adult and healthy subjects during a standardized experimental setup. The physiology was examined with five different devices (NeXus-10 MKII, eMotion Faros 360°, SOMNOtouch NIBP,…
movement heart rate ecg photoplethysmogram temperature holter accelerometer noise multiparameter hrv respiration
Published: Jan. 18, 2023. Version: 1.0.2 | DOI: 10.13026/wce5-fj54
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