Resources
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
Database Credentialed Federated
MedNLI - A Natural Language Inference Dataset For The Clinical Domain
State of the art models using deep neural networks have become very good in learning an accurate mapping from inputs to outputs. However, they still lack generalization capabilities in conditions that differ from the ones encountered during training…
natural language inference recognizing textual entailment
Published: Oct. 1, 2019. Version: 1.0.0 | DOI: 10.13026/C2RS98
Database Credentialed Federated
MIMIC-CXR Database
The MIMIC Chest X-ray (MIMIC-CXR) Database v2.0.0 is a large publicly available dataset of chest radiographs in DICOM format with free-text radiology reports. The dataset contains 377,110 images corresponding to 227,835 radiographic studies per…
machine learning natural language processing computer vision mimic radiology chest x-rays
Published: Sept. 19, 2019. Version: 2.0.0 | DOI: 10.13026/C2JT1Q
Database Open Federated
PhysioZoo - mammalian NSR databases
The PhysioZoo database contains electrocardiographic recordings (ECG) taken from multiple types of mammals (dogs, rabbits, mice). Each record is provided in 3 different formats: MATLAB (.mat), simple text (.txt), PhysioNet (.hea,.dat,…
heart rate variabillity ecg electrophysiology mammals
Published: Aug. 27, 2019. Version: 1.0.0 | DOI: 10.13026/p63q-hq95
Database Credentialed Federated
MIMIC-CXR Database
The MIMIC Chest X-ray (MIMIC-CXR) Database v1.0.0 is a large publicly available dataset of chest radiographs with structured labels. The dataset contains 371,920 images corresponding to 224,548 radiographic studies performed at the Beth Israel …
machine learning mimic chest x-rays radiology natural language processing computer vision
Published: Aug. 2, 2019. Version: 1.0.0 | DOI: 10.13026/C2JT1Q
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…
jpg segmentation computed tomography intracranial hemmorhage
Published: Aug. 1, 2019. Version: 1.0.0 | DOI: 10.13026/w8q8-ky94
Database Open Federated
eICU Collaborative Research Database Demo
This project is a demo version of the eICU Collaborative Research Database, a multi-center database comprised of deidentified health data for over 200,000 admissions to ICUs across the United States between 2014-2015. The database includes vital sig…
eicu open data critical care medical informatics
Published: July 15, 2019. Version: 2.0 | DOI: 10.13026/gxmm-es70
Database Open Federated
MIMIC-III Clinical Database Demo
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over 40,000 patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012 [1]. The M…
electronic health records mimic critical care
Published: April 24, 2019. Version: 1.4 | DOI: 10.13026/C2HM2Q
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 a …
natural language inference recognizing textual entailment mimic
Published: April 17, 2019. Version: 1.0.0 | DOI: 10.13026/9pk3-y617