Hybrid Neural Network Models to Estimate Vital Signs from Facial Videos

Hybrid Neural Network Models to Estimate Vital Signs from Facial Videos

<b>Introduction</b>: Remote health monitoring plays a crucial role in telehealth services and the effective management of patients, which can be enhanced by vital sign prediction from facial videos. Facial videos are easily captured through various imaging devices like phone cameras, web...

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Bibliographic Details
Main Author: Yufeng Zheng
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:BioMedInformatics
Subjects:
vital sign
facial video
convolutional neural network (CNN)
convolutional long short-term memory (convLSTM)
video vision transformer (ViViT)
deep learning
Online Access:https://www.mdpi.com/2673-7426/5/1/6
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