Automated pain detection using facial expression in adult patients with a customized spatial temporal attention long short-term memory (STA-LSTM) network

Automated pain detection using facial expression in adult patients with a customized spatial temporal attention long short-term memory (STA-LSTM) network

Abstract Self-reported pain scores are often used for pain assessments and require effective communication. On the other hand, observer-based assessments are resource-intensive and require training. We developed an automated system to assess pain intensity in adult patients based on changes in facia...

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Bibliographic Details
Main Authors: Chin Wen Tan, Tiehua Du, Jing Chun Teo, Diana Xin Hui Chan, Wai Ming Kong, Ban Leong Sng
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Facial
Pain assessment
Machine learning
Artificial intelligence
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-97885-5
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