Application of Machine Learning in Pulmonary Function Assessment Where Are We Now and Where Are We Going?

Paresh C. Giri; Anand M. Chowdhury; Armando Bedoya; Hengji Chen; Hyun Suk Lee; Patty Lee; Craig Henriquez; Neil R. MacIntyre; Yuh Chin T. Huang

doi:10.3389/fphys.2021.678540

Application of Machine Learning in Pulmonary Function Assessment Where Are We Now and Where Are We Going?

Paresh C. Giri
, Anand M. Chowdhury
, Armando Bedoya
, Hengji Chen
, Hyun Suk Lee
, Patty Lee
, Craig Henriquez
, Neil R. MacIntyre
, Yuh Chin T. Huang

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	678540
Journal	Frontiers in Physiology
Volume	12
DOIs	https://doi.org/10.3389/fphys.2021.678540
State	Published - Jun 24 2021

ASJC Scopus Subject Areas

Physiology
Physiology (medical)

Keywords

DLCO
artificial intelligence
flow-volume loop
lung volumes
machine learning
pulmonary function test
spirometry

Access to Document

10.3389/fphys.2021.678540

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Cite this

@article{ee09ed5cda614c21a484126777568a1d,

title = "Application of Machine Learning in Pulmonary Function Assessment Where Are We Now and Where Are We Going?",

keywords = "DLCO, artificial intelligence, flow-volume loop, lung volumes, machine learning, pulmonary function test, spirometry",

author = "Giri, \{Paresh C.\} and Chowdhury, \{Anand M.\} and Armando Bedoya and Hengji Chen and Lee, \{Hyun Suk\} and Patty Lee and Craig Henriquez and MacIntyre, \{Neil R.\} and Huang, \{Yuh Chin T.\}",

note = "Copyright {\textcopyright} 2021 Giri, Chowdhury, Bedoya, Chen, Lee, Lee, Henriquez, MacIntyre and Huang.",

year = "2021",

month = jun,

day = "24",

doi = "10.3389/fphys.2021.678540",

language = "English",

volume = "12",