Construction and validation of a pain facial expressions dataset for critically ill children

Construction and validation of a pain facial expressions dataset for critically ill children

Abstract Automatic pain assessment for non-communicative children is in high demand. However, the availability of related training datasets remains limited. This study focuses on creating a large-scale dataset of pain facial expressions specifically for Chinese critically ill children and evaluating...

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Bibliographic Details
Main Authors: Longquan Jiang, Mengqi Wu, Weijia Fu, Yingwen Wang, Ying Gu, Fan Zhang, Weijuan Gong, Yan Qin, Yulu Xu, Rui Feng, Xiaobo Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Children
Pain facial expression
Dataset
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-02247-w
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https://doi.org/10.1038/s41598-025-02247-w

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