Resources
Database Open Federated
A Comprehensive Dataset of Pattern Electroretinograms for Ocular Electrophysiology Research: The PERG-IOBA Dataset
The pattern electroretinogram (PERG) is a valuable tool in ophthalmic electrophysiology, offering a non-invasive and objective method to evaluate central retinal function. By measuring electrical activity in the macula and retinal ganglion cells, PE…
Published: Jan. 19, 2024. Version: 1.0.0 | DOI: 10.13026/d24m-w054
Database Credentialed Federated
ODD: A Benchmark Dataset for the NLP-based Opioid Related Aberrant Behavior Detection
Opioid related aberrant behaviors (ORAB) present novel risk factors for opioid overdose. Previously, ORAB have been mainly assessed by survey results and by monitoring drug administrations. Such methods however, cannot scale up and do not cover the …
natural language processing substance use opioid related aberrant behavior
Published: Jan. 11, 2024. Version: 1.0.0 | DOI: 10.13026/qrje-z188
Database Credentialed Federated
EHR-DS-QA: A Synthetic QA Dataset Derived from Medical Discharge Summaries for Enhanced Medical Information Retrieval Systems
This dataset was designed and created to enable advancements in healthcare-focused large language models, particularly in the context of retrieval-augmented clinical question-answering capabilities. Developed using a self-constructed pipeline based …
mimic-iv large language models clinical question-answering medical discharge summaries
Published: Jan. 11, 2024. Version: 1.0.0 | DOI: 10.13026/25fx-f706
Database Open Federated
CheXmask Database: a large-scale dataset of anatomical segmentation masks for chest x-ray images
The CheXmask Database presents a comprehensive, uniformly annotated collection of chest radiographs, constructed from six public databases: CANDID-PTX, ChestX-ray8, Chexpert, MIMIC-CXR-JPG, Padchest and VinDr-CXR. The database aggregates 676,803 ana…
chest x-ray segmentation medical image segmentation automatic quality assesment
Published: Jan. 9, 2024. Version: 0.3 | DOI: 10.13026/nv4g-fr21
Database Open Federated
Surface electromyographic signals collected during long-lasting ground walking of young able-bodied subjects
The present dataset is composed of long-lasting (around 5 minutes) surface electromyographic (sEMG) signals recorded from 2011 and 2018 during ground walking of 31 young (20 years < age < 30 years) able-bodied subjects in the Movement Analysis…
biomedical signals muscle recruitment surface emg signal walking gait analysis
Published: Jan. 9, 2024. Version: 1.0.1 | DOI: 10.13026/grdj-qx06
Database Credentialed Federated
Neurocritical care waveform recordings in pediatric patients
This database contains de-identified, time-locked waveform recordings from pediatric patients in neurocritical care. Typical waveforms collected at the bedside include arterial blood pressure, intracranial pressure, and cerebral blood flow velocity.…
arterial blood pressure noninvasive icp neurocritical care neurotrauma cerebral blood flow velocity pediatric patients intracranial pressure
Published: Jan. 9, 2024. Version: 1.0.0 | DOI: 10.13026/5kvn-pp29
Database Open Federated
Patient-level dataset to study the effect of COVID-19 in people with Multiple Sclerosis
Multiple Sclerosis (MS) is an inflammatory autoimmune disease of the central nervous system, causing increased vulnerability to infections and disability among young adults. Ever since the coronavirus disease 2019 (COVID-19) outbreak, caused by seve…
Published: Jan. 2, 2024. Version: 1.0.1 | DOI: 10.13026/77ta-1866
Database Credentialed Federated
INSPIRE, a publicly available research dataset for perioperative medicine
We present the INSPIRE dataset, a publicly available research dataset in perioperative medicine, which includes approximately 130,000 cases (50% of all surgical cases) who underwent anesthesia for surgery at an academic institution in South Korea be…
multi-center surgery perioperative medicine open dataset
Published: Dec. 28, 2023. Version: 1.2 | DOI: 10.13026/4evs-wq50
Database Open Federated
Open Access Dataset and Toolbox of High-Density Surface Electromyogram Recordings
We provide an open access dataset of High densitY Surface Electromyogram (HD-sEMG) Recordings (named "Hyser"). We acquired data from 20 subjects with each subject participating in our experiment twice on separate days following the same ex…
Published: Dec. 28, 2023. Version: 2.0.0 | DOI: 10.13026/hxan-pe94
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