Resources
Software Credentialed Federated
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
A multimodal combination of the MIMIC-IV v1.0.0 and MIMIC Chest X-ray (MIMIC-CXR-JPG) v2.0.0 databases filtered to only include patients that have at least one chest X-ray performed with the goal of validating multi-modal predictive analytics in hea…
code database multimodality
Published: Aug. 23, 2022. Version: 1.0.1 | DOI: 10.13026/3f8d-qe93
Database Open Federated
PTB-XL, a large publicly available electrocardiography dataset
Electrocardiography (ECG) is a key diagnostic tool to assess the cardiac condition of a patient. Automatic ECG interpretation algorithms as diagnosis support systems promise large reliefs for the medical personnel - only on the basis of the number o…
ptb-xl ecg ptb electrocardiography
Published: Aug. 18, 2022. Version: 1.0.2 | DOI: 10.13026/zx4k-te85
Software Credentialed Federated
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
A multimodal combination of the MIMIC-IV v1.0.0 and MIMIC Chest X-ray (MIMIC-CXR-JPG) v2.0.0 databases filtered to only include patients that have at least one chest X-ray performed with the goal of validating multi-modal predictive analytics in hea…
multimodality database code
Published: Aug. 17, 2022. Version: 1.0.0 | DOI: 10.13026/e5hj-1229
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
Challenge Open Federated
Classification of 12-lead ECGs: The PhysioNet/Computing in Cardiology Challenge 2020
The electrocardiogram (ECG) is a non-invasive representation of the electrical activity of the heart from electrodes placed on the surface of the torso. The standard 12-lead ECG has been widely used to diagnose a variety of cardiac abnormalities suc…
Published: July 29, 2022. Version: 1.0.2 | DOI: 10.13026/dvyd-kd57
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 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 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 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