Resources
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
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 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 Credentialed Federated
MIMIC-III Clinical Database CareVue subset
MIMIC-III is a database of critically ill patients admitted to an intensive care unit (ICU) at the Beth Israel Deaconess Medical Center (BIDMC) in Boston, MA. MIMIC-III has seen broad use, and was updated with the release of MIMIC-IV. MIMIC-IV conta…
Published: Sept. 21, 2022. Version: 1.4 | DOI: 10.13026/8a4q-w170
Database Open Federated
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
This study aimed to determine the feasibility and effectiveness of wearable devices in detecting early physiological changes prior to the development of prediabetes [1-3]. The study generated digital biomarkers for remote, mHealth-based prediabetes …
biomedical engineering pre-diabetes biomarkers
Published: Sept. 15, 2022. Version: 1.0.0 | DOI: 10.13026/d742-0j82
Database Open Federated
Indian Institute of Science Fetal Heart Sound Database (IIScFHSDB)
The Indian Institute of Science Fetal Heart Sound Database (IIScFHSDB) has 60 fetal phonocardiography (fPCG) recordings obtained from expecting mothers of age 18-27 years of age with gestation weeks 30-40. The recordings are made at St. John’s…
1 fetal heart sound 2 fhr
Published: Sept. 15, 2022. Version: 1.0 | DOI: 10.13026/9vvw-cx05
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
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