VitalDB
Introduced 2025-05-13
This is a comprehensive dataset of 6,388 surgical patients composed of intraoperative biosignals and clinical information. The biosignal data included in the dataset is high quality data such as 500 Hz waveform signals and numeric values at intervals of 1-7 seconds. More than 60 surgery related clinical information is also provided to help interpret the signals.
The dataset is provided free of charge to help researchers who want to study and develop new medical AI algorithms using monitoring signals from surgical patients. We expect that the distribution of this world's largest biosignal dataset will greatly contribute to the advancement of medical AI research.
Benchmarks
Blood pressure estimation/MAEBlood pressure estimation/Mean Squared ErrorECG Classification/MAEECG Classification/Mean Squared ErrorElectrocardiography (ECG)/MAEElectrocardiography (ECG)/Mean Squared ErrorMedical waveform analysis/MAEMedical waveform analysis/Mean Squared ErrorPhotoplethysmography (PPG)/MAEPhotoplethysmography (PPG)/Mean Squared Error