Article

An Analytic Platform for the Rapid and Reproducible Annotation of Ventilator Waveform Data

2019-03-06

Abstract excerpt

Algorithmic classifiers are crucial components of clinical decision support (CDS) systems needed to advance healthcare delivery. Robust CDS systems must be derived and validated via creation of multi-reviewer adjudicated gold standard datasets. Manual annotation of physiologic data such as mechanical ventilator waveform data (VWD) can be time-consuming, and lacks methodological consistency in dataset development....

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Literature Corpus work: b43fe6ed-0cf0-503f-862a-dd1b0a064d59
DOI: 10.1101/568386

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