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Vitabel: A Python Framework for Visualizing and Labelling High-Resolution Physiological Data for Critical Care

Simon Orlob1,2,3, Wolfgang J Kern4,5,6, Benjamin Hackl7

  • 1Institute for Emergency Medicine, University Hospital Schleswig-Holstein, Arnold-Heller-Straße 3, 24105, Kiel, Germany. simon.orlob@i-med.ac.at.

Journal of Medical Systems
|June 9, 2026
PubMed
Summary

Vitabel is an open-source Python framework designed to streamline the use of physiological data for artificial intelligence in critical care. It addresses challenges with noisy data, enabling better AI model development.

Keywords:
Critical careLabellingPythonResuscitationSoftwareTime series data

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Introduction to Vital Signs01:25

Introduction to Vital Signs

Vital signs are physiological measurements that help key into the status of the body's essential functions. These include body temperature, pulse rate, respiratory rate, and blood pressure, commonly abbreviated as T, P, R, and BP. Some healthcare settings also consider oxygen saturation (SpO2) and, in specific contexts, pain and level of consciousness as additional vital signs.
Vital signs help healthcare professionals assess an individual's well-being and detect any functional changes or...