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ATOMICS-3 SHARE ALL

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Overview

Year:
2018
Contributor:
Kobayashi, Leo (Creator)
Oyalowo, Adewole (Creator)
Agrawal, Uday (Creator)
Hu, Xiao (Creator)
Loparo, Kenneth A. (Creator)
Leary, Owen P. (Creator)
Jay, Gregory D. (Creator)
Merck, Derek L. (Creator)
Subject:
machine learning
alert fatigue health personnel
automatic data processing
clinical alarms
emergency medicine
medical informatics
patient generated health data
DOI
https://doi.org/10.26300/0dtq-hf36

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Description

Abstract:
Adjudicated / Annotated Telemetry signals for Medically Important and Clinically Significant events-3 (ATOMICS-3) dataset. Training (exploratory) data subset for potential validation testing of experimental algorithms to be derived from ATOMICS-0/-1/-2 [~2,520 datastream monitor-hours; no red alarm adjudications or EKG or PPG waveform annotations]
Notes:
This research was supported by the Agency for Healthcare, Research and Quality (AHRQ) under award number R18HS022860.

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Citation

Kobayashi, Leo, Oyalowo, Adewole, Agrawal, Uday, et al., "ATOMICS-3 SHARE ALL" (2018). Brown Digital Repository. Brown University Library. https://doi.org/10.26300/0dtq-hf36