Resources
Database Credentialed Federated
MIMIC-III - SequenceExamples for TensorFlow modeling
This dataset contains TensorFlow SequenceExamples derived from patient records in MIMIC-III, a freely available set of deidentified medical records from critical care patients at Beth Israel Deaconess Medical Center. Each SequenceExample conver…
deep learning tensorflow machine learning sequence modeling
Published: Sept. 29, 2020. Version: 1.0.0 | DOI: 10.13026/n2v5-5b32
Database Restricted Federated
Smartphone-Captured Chest X-Ray Photographs
Recent research has applied deep learning imaging techniques to detect pulmonary pathology in chest X-rays (CXR) and achieved performance comparable with radiologists on specific lung abnormalities. Industry has managed to deploy such artificial int…
smartphone photograph cxr
Published: Sept. 28, 2020. Version: 1.0.0 | DOI: 10.13026/7b2j-nq93
Database Credentialed Federated
Eye Gaze Data for Chest X-rays
We created a rich multimodal dataset for the Chest X-Ray (CXR) domain. The data was collected using an eye tracking system while a radiologist interpreted and read 1,083 public CXR images. The dataset contains the following aligned modalities: image…
chest cxr audio convolutional network eye tracking radiology multimodal deep learning explainability machine learning heatmap chest x-ray
Published: Sept. 13, 2020. Version: 1.0.0 | DOI: 10.13026/qfdz-zr67
Database Restricted Federated
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Heart failure is a common reason for hospitalization in the elderly and it is associated with significant mortality and morbidity. To facilitate epidemiological studies of heart failure, there is a need for high quality data…
heart failure electronic health record china
Published: Sept. 9, 2020. Version: 1.0 | DOI: 10.13026/3pr8-jx39
Database Credentialed Federated
Electrodermal Activity of Healthy Volunteers while Awake and at Rest
This dataset of electrodermal activity was collected from 11 healthy volunteer subjects who were awake and at rest in seated position. The activity was recorded from each subject's non-dominant hand for one hour at 256 Hz. Electrodermal act…
sweat gland activity sympathetic nervous system autonomic nervous system electrodermal activity
Published: Aug. 4, 2020. Version: 1.0 | DOI: 10.13026/arty-2540
Database Open Federated
Brain Hemorrhage Extended (BHX): Bounding box extrapolation from thick to thin slice CT images
BHX is a public available dataset with bounding box annotations for 5 types of acute hemorrhage as an extension of the qure.ai CQ500 dataset. This dataset intends to provide data resources to help advance hemorrhage detection towards machine learnin…
hemorrhage intracranial
Published: July 29, 2020. Version: 1.1 | DOI: 10.13026/9cft-hg92
Database Restricted Federated
Kinematic dataset of actors expressing emotions
We produced a kinematic dataset to assist in recognizing cues from all parts of the body that indicate human emotions (happy, sad, angry, fearful, , disgust, surprise) and neutral. The present dataset was created using a portable wireless …
body movement emotion motion capture kinematic data
Published: July 7, 2020. Version: 2.1.0 | DOI: 10.13026/kg8b-1t49
Database Restricted Federated
Kinematic dataset of actors expressing emotions
We produced a kinematic dataset to assist in recognizing cues from all parts of the body that indicate human emotions (happy, sad, angry, fearful, , disgust, surprise) and neutral. The present dataset was created using a portable wireless …
motion capture emotion body movement kinematic data
Published: June 23, 2020. Version: 2.0.0 | DOI: 10.13026/cdb3-8925
Database Open Federated
Multilevel Monitoring of Activity and Sleep in Healthy People
Multilevel Monitoring of Activity and Sleep in Healthy people (MMASH) dataset provides 24 hours of continuous beat-to-beat heart data, triaxial accelerometer data, sleep quality, physical activity and psychological characteristics (i.e., anxiety sta…
physiological response melatonin cortisol health circadian rhythm sleep psychological response saliva
Published: June 19, 2020. Version: 1.0.0 | DOI: 10.13026/cerq-fc86
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,…
photoplethysmogram respiration multiparameter temperature ecg hrv movement holter noise accelerometer heart rate
Published: June 16, 2020. Version: 1.0.0 | DOI: 10.13026/chd5-t946