Resources
Database Credentialed Federated
Chest X-ray segmentation images based on MIMIC-CXR
As more and more artificial intelligence (AI) or deep learning technologies have been applied to medical image applications such as radiological finding identification in chest X-rays (CXRs), the interpretability of the prediction model is crucial f…
cxr segmentation chest x-rays
Published: Aug. 18, 2022. Version: 1.0.0 | DOI: 10.13026/d9zv-4d92
Database Open Federated
Cerebral perfusion and cognitive decline in type 2 diabetes
This dataset was collected as part of a study to explore vasoregulation and blood flow in patients with type 2 Diabetes mellitus. It comprises cerebral blood, autonomic functions, laboratory and gait variables in 70 patients with type 2 DM and 70 he…
vasoregulation brain diabetes
Published: Aug. 5, 2022. Version: 1.0.1 | DOI: 10.13026/whjz-e968
Database Open Federated
Cerebromicrovascular Disease in Elderly with Diabetes
This dataset was collected as part of a prospective observational study to evaluate the effects of type 2 diabetes mellitus (DM) on cerebral vasoregulation, perfusion and functional outcomes, measured by blood flow responses to hypocapnia and h…
gait and balance brain perfusion inflammation type 2 diabetes cerebromiscovascular disease cerebral vasoreactivity brain atrophy perfusion mri
Published: Aug. 5, 2022. Version: 1.0.1 | DOI: 10.13026/00bm-0x81
Database Credentialed Federated
Learning to Ask Like a Physician: a Discharge Summary Clinical Questions (DiSCQ) Dataset
Existing question answering (QA) datasets derived from electronic health records (EHR) are artificially generated and consequently fail to capture realistic physician information needs. We present Discharge Summary Clinical Questions (DiSCQ), a newl…
machine learning question answering question generation
Published: July 28, 2022. Version: 1.0 | DOI: 10.13026/7v8e-h745
Database Credentialed Federated
GOSSIS-1-eICU, the eICU-CRD subset of the Global Open Source Severity of Illness Score (GOSSIS-1) dataset
GOSSIS-1 is a modern, free, open-source in-hospital mortality prediction algorithm for critical care patients, achieving excellent discrimination and calibration across three countries (Australia, New Zealand and the USA). GOSSIS-1 was developed on …
severity of illness icu critical care global gossis apache mortality prediction benchmarking
Published: July 20, 2022. Version: 1.0.0 | DOI: 10.13026/gbmg-a531
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 multiparameter heart rate holter noise ecg temperature movement accelerometer hrv respiration
Published: July 20, 2022. Version: 1.0.1 | DOI: 10.13026/zhns-t386
Database Contributor Review Federated
BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language
Computational medicine research requires clinical data for training and testing purposes, so the development of datasets composed of real hospital data is of utmost importance in this field. Most such data collections are in the English language, we…
prescriptions exams clinical notes natural language processing tertiary care
Published: July 14, 2022. Version: 1.1 | DOI: 10.13026/ay8n-qf21
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: July 13, 2022. Version: 1.0.0 | DOI: 10.13026/rtfc-np50
Database Open Federated
MIMIC-IV Waveform Database
The MIMIC-IV Waveform Database is a large collection of physiological signals and measurements from patients in intensive care units, including electrocardiograms, photoplethysmograms, respiration, invasive and non-invasive blood pressure, and more.…
Published: July 10, 2022. Version: 0.1.0 | DOI: 10.13026/a2mw-f949
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: July 7, 2022. Version: 1.0.0 | DOI: 10.13026/64aq-jw11