Machine Learning Model for Asthma/COPD Differentiation Classification (ACDC) Outperforms Clinicians in a Retrospective Multiple-Rater Multiple-Case Review Study

J W H Kocks; Hui Cao; Bjoern  Holzhauer; E Goldberg; P Goyal; A Kaplan; J. Mark FitzGerald; K Kostikas; D B Price; H K.  Reddel; I Tsiligianni; C F Vogelmeier; S Bostel; P. Mastoridis

doi:10.1164/ajrccm-conference.2021.203.1_MeetingAbstracts.A2281

Machine Learning Model for Asthma/COPD Differentiation Classification (ACDC) Outperforms Clinicians in a Retrospective Multiple-Rater Multiple-Case Review Study

J W H Kocks, Hui Cao, Bjoern Holzhauer, E Goldberg, P Goyal, A Kaplan, J. Mark FitzGerald, K Kostikas, D B Price, H K. Reddel, I Tsiligianni, C F Vogelmeier, S Bostel, P. Mastoridis

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

Original language	English
Article number	A2281
Number of pages	1
Journal	American Journal of Respiratory and Critical Care Medicine
Volume	203
DOIs	https://doi.org/10.1164/ajrccm-conference.2021.203.1_MeetingAbstracts.A2281
Publication status	Published - May 2021
Event	ATS International Conference Committee: ATS 2021 - Virtual event Duration: 14 May 2021 → 19 May 2021 https://conference.thoracic.org/

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10.1164/ajrccm-conference.2021.203.1_MeetingAbstracts.A2281Licence: Unspecified

Cite this

Kocks, J. W. H., Cao, H., Holzhauer, B., Goldberg, E., Goyal, P., Kaplan, A., FitzGerald, J. M., Kostikas, K., Price, D. B., Reddel, H. K., Tsiligianni, I., Vogelmeier, C. F., Bostel, S., & Mastoridis, P. (2021). Machine Learning Model for Asthma/COPD Differentiation Classification (ACDC) Outperforms Clinicians in a Retrospective Multiple-Rater Multiple-Case Review Study. American Journal of Respiratory and Critical Care Medicine, 203, [A2281]. https://doi.org/10.1164/ajrccm-conference.2021.203.1_MeetingAbstracts.A2281

Machine Learning Model for Asthma/COPD Differentiation Classification (ACDC) Outperforms Clinicians in a Retrospective Multiple-Rater Multiple-Case Review Study. / Kocks, J W H; Cao, Hui; Holzhauer, Bjoern et al.

In: American Journal of Respiratory and Critical Care Medicine, Vol. 203, A2281, 05.2021.

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

Kocks, JWH, Cao, H, Holzhauer, B, Goldberg, E, Goyal, P, Kaplan, A, FitzGerald, JM, Kostikas, K, Price, DB, Reddel, HK, Tsiligianni, I, Vogelmeier, CF, Bostel, S & Mastoridis, P 2021, 'Machine Learning Model for Asthma/COPD Differentiation Classification (ACDC) Outperforms Clinicians in a Retrospective Multiple-Rater Multiple-Case Review Study', American Journal of Respiratory and Critical Care Medicine, vol. 203, A2281. https://doi.org/10.1164/ajrccm-conference.2021.203.1_MeetingAbstracts.A2281

Kocks JWH, Cao H, Holzhauer B, Goldberg E, Goyal P, Kaplan A et al. Machine Learning Model for Asthma/COPD Differentiation Classification (ACDC) Outperforms Clinicians in a Retrospective Multiple-Rater Multiple-Case Review Study. American Journal of Respiratory and Critical Care Medicine. 2021 May;203:A2281. doi: 10.1164/ajrccm-conference.2021.203.1_MeetingAbstracts.A2281

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