Using infrared imaging and deep learning in fit-checking of respiratory protective devices among healthcare professionals.

Journal: Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing

Published Date: May 1, 2022

Abstract

AIMS: This study aimed to investigate the application of infrared thermal imaging and adopt deep learning to detect air leakage for determining the fitness of respirators during fit-checks.

Authors

Chiew-Jiat Rosalind Siah

National University of Singapore, Alice Lee Centre for Nursing Studies, Singapore.
Siew Tiang Lau

Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore, Singapore.
Sian Soo Tng

National University of Singapore, Institute of Systems Science, Singapore.
Chin Heng Matthew Chua

National University of Singapore, Institute of Systems Science, Singapore.

Keywords

Artificial Intelligence COVID-19 Deep Learning Delivery of Health Care Humans Respiratory Protective Devices

External Resources

View on PubMed Access via DOI PubMed (34750962)

Using infrared imaging and deep learning in fit-checking of respiratory protective devices among healthcare professionals.

Abstract

Authors

Keywords

External Resources

Popular Topics

Recent Journals