Resources
500 resources
Database
Open Access
Simulated Obstructive Disease Respiratory Pressure and Flow
Outlined is a pressure, flow, and volume dataset using a using a modular device to simulate the effects of obstructive pulmonary disease in healthy people. 20 healthy subjects were included in this dataset.
Challenge
Credentialed Access
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
This is the data storage for BioNLP Workshop Shared Task 1A: Problem List Summarization.
Database
Open Access
Respiratory dataset from PEEP study with expiratory occlusion
Outlined is a pressure, flow, volume, dynamic circumference, and EIT assessed aeration dataset from resting breathing with REO at increasing CPAP PEEP settings. Vapers, asthmatics, smokers, and otherwise healthy people were included in the trial.
Database
Credentialed Access
BOLD, a blood-gas and oximetry linked dataset
An open-source pulse oximetry and arterial blood gas dataset, derived from MIMIC-III, MIMIC-IV, and eICU-CRD
Model
Credentialed Access
Characterization of Stigmatizing Language in Medical Records
A suite of classifiers for detecting three types of stigmatizing language in electronic medical records. Trained on MIMIC-IV discharge notes.
Software
Open Access
Transformer-DeID: Deidentification of free-text clinical notes with transformers
Fine tune transformer-based neural networks to deidentify clinical text data.
Database
Open Access
Induced Cesarean EHG DataSet (ICEHG DS): An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
The design and development of ICEHG DS was funded by the Slovenian Research Agency (ARRS) under the research project Metabolic and inborn factors of reproductive health, birth III.
Challenge
Open Access
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022
2022 Physionet Challenge is devoted to detecting the presence or absence of murmurs from multiple heart sound recordings from multiple auscultation locations, as well as detecting the clinical outcomes.
Database
Open Access
MIMIC-IV-ECG: Diagnostic Electrocardiogram Matched Subset
The MIMIC-IV ECG module contains approximately 800,000 diagnostic electrocardiograms across nearly 160,000 unique patients. These patients overlap with the patients from the MIMIC-IV Clinical Database.
Database
Open Access
Integration of Electroencephalogram and Eye-Gaze Datasets for Performance Evaluation in Fundamentals of Laparoscopic Surgery (FLS) Tasks
Brain activity and eye gaze data were collected from a group of 25 participants who completed the FLS tasks using a trainer box (Pyxus®). Each participant performed the tasks five times, and their performance was evaluated by an expert rater.