Resources
Database Credentialed Federated
CXR-PRO: MIMIC-CXR with Prior References Omitted
CXR-PRO is an adaptation of the MIMIC-CXR dataset that omits references to prior radiology reports. Consisting of 374,139 free-text radiology reports and associated chest radiographs, CXR-PRO addresses the issue of hallucinated references to priors …
generation large language models free-text radiology reports references to priors retrieval
Published: Nov. 23, 2022. Version: 1.0.0 | DOI: 10.13026/frag-yn96
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…
ecg ptb-xl ptb electrocardiography
Published: Nov. 9, 2022. Version: 1.0.3 | DOI: 10.13026/kfzx-aw45
Database Credentialed Federated
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
We present the first multi-year mobile sensing datasets. Our multi-year data collection studies span four years (10 weeks each year, from 2018 to 2021). The four datasets contain data collected from 705 person-years (497 unique participants) with di…
ubiquitous computing passive mobile sensing human behavior modeling well-being health
Published: Nov. 4, 2022. Version: 1.0 | DOI: 10.13026/jvtb-2d81
Database Open Federated
KINECAL
The field of human action recognition has made great strides in recent years, much helped by the availability of a wide variety of datasets that use Kinect to record human movement. Conversely, progress towards using Kinect in clinical practice has …
age-related changes falls-risk postural sway posturography balance clinical tests
Published: Oct. 31, 2022. Version: 1.0.1 | DOI: 10.13026/z037-6191
Database Credentialed Federated
Tasks 1 and 3 from Progress Note Understanding Suite of Tasks: SOAP Note Tagging and Problem List Summarization
Applying methods in natural language processing on electronic health records (EHR) data is a growing field. Existing corpus and annotation focus on modelling textual features and relation prediction [1] . However, there is a paucity of annotated cor…
Published: Sept. 30, 2022. Version: 1.0.0 | DOI: 10.13026/wks0-w041
Database Open Federated
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
In modern anesthesia, multiple medical devices are used simultaneously to comprehensively monitor real-time vital signs to optimize patient care and improve surgical outcomes. However, interpreting the dynamic changes of time-series biosignals and t…
vitaldb waveform intraoperative ecg anesthesia biosignal
Published: Sept. 21, 2022. Version: 1.0.0 | DOI: 10.13026/czw8-9p62
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: Sept. 21, 2022. Version: 1.0.1 | DOI: 10.13026/701k-gs64
Database Credentialed Federated
Nosocomial Risk Datasets from MIMIC-III
Reliable longitudinal risk prediction for hospitalized patients is needed to provide quality care. Our goal is to foster the development of generalizable models capable of leveraging clinical notes to predict healthcare-associated diseases 24–…
pressure injury natural language processing risk prediction acute kidney injury deep learning anemia forecasting
Published: Sept. 15, 2022. Version: 1.0 | DOI: 10.13026/pm60-0g49
Database Restricted Federated
Multimodal Physiological Monitoring During Virtual Reality Piloting Tasks
This dataset includes multimodal physiologic, flight performance, and user interaction data streams, collected as participants performed virtual flight tasks of varying difficulty. In virtual reality, individuals flew an "Instrument Landing Sys…
Published: Aug. 25, 2022. Version: 1.0.0 | DOI: 10.13026/azwa-ge48
Database Open Federated
A large scale 12-lead electrocardiogram database for arrhythmia study
This newly inaugurated research database for 12-lead electrocardiogram (ECG) signals was created under the auspices of Chapman University, Shaoxing People’s Hospital (Shaoxing Hospital Zhejiang University School of Medicine), and Ningbo First …
Published: Aug. 24, 2022. Version: 1.0.0 | DOI: 10.13026/wgex-er52