Resources
Challenge Credentialed Federated
SNOMED CT Entity Linking Challenge
This challenge, sponsored by SNOMED International, seeks to advance the development of Entity Linking models that operate on unstructured clinical texts. Participants in the challenge will train entity linking models using a subset of MIMIC-IV-Note …
snomed entity linking clinical annotation
Published: Dec. 19, 2023. Version: 1.0.0 | DOI: 10.13026/s48e-sp45
Database Open Federated
Regulation of Brain Cognitive States through Auditory, Gustatory, and Olfactory Stimulation with Wearable Monitoring
Inspired by advances in wearable technologies, we design and perform human-subject experiments to investigate the impacts of applying safe actuation (i.e., auditory, gustatory, and olfactory) for the purpose of regulating the cognitive arousal state…
signal processing neurophysiology coffee music empatica n-back experiments perfume physiological signals wearable devices control systems eeg memory task heart rate muse closed-loop brain cognitive states skin conductance
Published: Dec. 18, 2023. Version: 1.0.0 | DOI: 10.13026/jr6f-wc85
Database Open Federated
I-CARE: International Cardiac Arrest REsearch consortium Database
The International Cardiac Arrest REsearch consortium (I-CARE) Database includes baseline clinical information and continuous electroencephalogram (EEG) and electrocardiogram (ECG) recordings from comatose patients following cardiac arrest. The patie…
Published: Dec. 15, 2023. Version: 2.1 | DOI: 10.13026/m33r-bj81
Database Open Federated
Kiel Cardio Database
The Kiel Cardio Database, which includes magnetocardiography (MCG) measurements of seven healthy male volunteers, is presented in this publication. QuSpin QZFM Gen 1 sensors were used in a magnetically shielded chamber at the University of Kiel. Eac…
opically pumped magnetometer opm mcg magnetocardiography
Published: Dec. 15, 2023. Version: 1.0.0 | DOI: 10.13026/q6r2-zz68
Database Credentialed Federated
Medication Extraction Labels for MIMIC-IV-Note Clinical Database
This dataset release provides medication extraction labels for a subset of 600 discharge summaries from the 2023 MIMIC-IV-Note dataset. These labels are consistent with the schema from the 2009 i2b2 Workshop on NLP Challenges dataset. We utilized a …
Published: Dec. 12, 2023. Version: 1.0.0 | DOI: 10.13026/ps1s-ab29
Database Credentialed Federated
CAD-Chest: Comprehensive Annotation of Diseases based on MIMIC-CXR Radiology Report
Several extant chest X-ray (CXR) datasets predominantly comprise binary disease labels and exhibit a deficiency in providing comprehensive disease-related information. Crucial facets of disease management, including disease severity, diagnostic unce…
chesr x-ray disease label
Published: Dec. 8, 2023. Version: 1.0 | DOI: 10.13026/44pd-vz36
Database Credentialed Federated
Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database
Social determinants of health (SDoH) have an important impact on patient outcomes but are incompletely collected from the electronic health records (EHR). This study researched the ability of large language models to extract SDoH from free text in E…
natural language processing social determinants of health
Published: Nov. 24, 2023. Version: 1.0.0 | DOI: 10.13026/6149-mb25
Database Open Federated
ScientISST MOVE: Annotated Wearable Multimodal Biosignals recorded during Everyday Life Activities in Naturalistic Environments
Physiological processes are affected and responsive to daily stimuli, and their daily monitoring can be key to understanding well-being and detecting diseases. Since most physiological data is acquired at rest, or in controlled scenarios, many decis…
run uncontrolled environments jump multimodal greet lift walk wearable gesticulate
Published: Nov. 13, 2023. Version: 1.0.0 | DOI: 10.13026/sg89-qq52
Database Open Federated
Simulated Obstructive Disease Respiratory Pressure and Flow
The dataset presented is from 20 healthy adults at the University of Canterbury, where the tests were approved by its Human Research Ethics Committee (HREC) ethics. Data was collected using a modular device simulating the effects of Chronic Obstruct…
Published: Nov. 13, 2023. Version: 1.0.0 | DOI: 10.13026/xczc-3662
Challenge Credentialed Federated
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Automatically summarizing patients’ main problems from the daily care notes in the electronic health record can help mitigate information and cognitive overload for clinicians and provide augmented intelligence via computerized diagnostic deci…
bionlp clinical natural language processing electronic health record summarization
Published: Nov. 12, 2023. Version: 2.0.0 | DOI: 10.13026/mg5c-x807