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

Medicine

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 = "Publisher Copyright: {\textcopyright} 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",