Resources
Database Credentialed Federated
Phenotype Annotations for Patient Notes in the MIMIC-III Database
A crucial step within secondary analysis of electronic health records (EHRs) is to identify the patient cohort under investigation. While EHRs contain medical billing codes that aim to represent the conditions and treatments patients may have, much …
natural language processing patient classification
Published: March 5, 2020. Version: 1.20.3 | DOI: 10.13026/txmt-8m40
Database Open Federated
Cerebral Vasoregulation in Diabetes
This observational study evaluated the effects of type 2 diabetes on cerebral vasoregulation and functional outcomes, measured by blood flow responses to hypocapnia and hypercapnia, Valsalva maneuver, head-up tilt, and sit-to-stand test. This datase…
type 2 diabetes perfusion-arterial spin labeling mri cerebral vasoregulation white matter hyperintensities orthostatic hypotension cerebral blood flow- transcranial doppler
Published: Jan. 30, 2020. Version: 1.0.0 | DOI: 10.13026/m40k-4758
Database Open Federated
Computed Tomography Images for Intracranial Hemorrhage Detection and Segmentation
After traumatic brain injury (TBI), intracranial hemorrhage (ICH) may occur that could lead to death or disability if it is not accurately diagnosed and treated in a time-sensitive procedure. Currently, Computerized Tomography (CT) scans are examine…
ich segmentation intracranial hemmorhage nifti computed tomography skull fracture
Published: Dec. 20, 2019. Version: 1.3.0 | DOI: 10.13026/w8q8-ky94
Database Credentialed Federated
Paediatric Intensive Care database
The Paediatric Intensive Care (PIC) database is a large paediatric-specific, single-center, bilingual database comprising information relating to children admitted to critical care units at a large children’s hospital in China. The database is…
pediatrics critical care natural language processing intensive care
Published: Dec. 1, 2019. Version: 1.0.0 | DOI: 10.13026/bcbd-4t11
Database Credentialed Federated
MedNLI for Shared Task at ACL BioNLP 2019
Natural Language Inference (NLI) is the task of determining whether a given hypothesis can be inferred from a given premise. Also known as Recognizing Textual Entailment (RTE), this task has enjoyed popularity among researchers for so…
recognizing textual entailment natural language inference mimic
Published: Nov. 29, 2019. Version: 1.0.1 | DOI: 10.13026/gtv4-g455
Database Open Federated
Computed Tomography Images for Intracranial Hemorrhage Detection and Segmentation
After traumatic brain injury (TBI), intracranial hemorrhage (ICH) may occur that could lead to death or disability if it is not accurately diagnosed and treated in a time-sensitive procedure. Currently, Computerized Tomography (CT) scans are examine…
ich skull fracture computed tomography intracranial hemmorhage segmentation nifti
Published: Nov. 14, 2019. Version: 1.2.0 | DOI: 10.13026/w8q8-ky94
Database Credentialed Federated
MIMIC-CXR-JPG - chest radiographs with structured labels
The MIMIC Chest X-ray JPG (MIMIC-CXR-JPG) Database v2.0.0 is a large publicly available dataset of chest radiographs in JPG format with structured labels derived from free-text radiology reports. The MIMIC-CXR-JPG dataset is wholly derived from MIMI…
mimic computer vision radiology deep learning chest x-ray
Published: Nov. 14, 2019. Version: 2.0.0 | DOI: 10.13026/8360-t248
Database Open Federated
Wilson Central Terminal ECG Database
The Wilson Central Terminal ECG Database (WCTECGdb) contains the Wilson Central Terminal (WCT), the voltage of right arm (RA), left arm (LA) and left leg (LL), six unipolar chest leads associated with three limb leads and six precordi…
ecg electrocardiography wilson central terminal limb potential unipolar lead
Published: Nov. 13, 2019. Version: 1.0.1 | DOI: 10.13026/f73z-an96
Database Open Federated
Permittivity of Healthy and Diseased Skeletal Muscle
A better understanding of the permittivity of skeletal muscle is essential for the development of new diagnostic tools and approaches for neuromuscular evaluation. However, there remain important knowledge gaps in our understanding of this property …
anisotropy neuromuscular disorders skeletal muscle permittivity
Published: Nov. 12, 2019. Version: 1.1 | DOI: 10.130264/c23h3b
Database Open Federated
Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography
This project contains acceleration (in units of g) and heart rate (bpm, measured from photoplethysmography) recorded from the Apple Watch, as well as labeled sleep scored from gold-standard polysomnography. Data were collected at the …
polysomnography sleep
Published: Oct. 8, 2019. Version: 1.0.0 | DOI: 10.13026/hmhs-py35