Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from Gaussian of Local Descriptors

Diagnosing pain in neonates is difficult but critical. Although approximately thirty manual pain instruments have been developed for neonatal pain diagnosis, most are complex, multifactorial, and geared toward research. The goals of this work are twofold: 1) to develop a new video dataset for automa...

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Bibliographic Details
Main Authors: Sheryl Brahnam, Loris Nanni, Shannon McMurtrey, Alessandra Lumini, Rick Brattin, Melinda Slack, Tonya Barrier
Format: Article
Language:English
Published: Emerald Publishing 2023-01-01
Series:Applied Computing and Informatics
Subjects:
Online Access:https://www.emerald.com/insight/content/doi/10.1016/j.aci.2019.05.003/full/pdf