Automatic emphysema detection using weakly labeled HRCT lung images

Isabel Pino Peña, Veronika Cheplygina, Sofia Paschaloudi, Morten Vuust, Jesper Carl, Ulla Møller Weinreich, Lasse Riis Østergaard, Marleen de Bruijne

Research output: Contribution to journalJournal articleResearchpeer-review

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Original languageEnglish
Article numbere0205397
JournalPLOS ONE
Volume13
Issue number10
Pages (from-to)1-16
Number of pages16
ISSN1932-6203
DOIs
Publication statusPublished - 2018

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Emphysema
computed tomography
Tomography
Classifiers
lungs
lung function
Lung
respiratory tract diseases
Pulmonary diseases
Labels
Respiratory Function Tests
learning
Chronic Obstructive Pulmonary Disease
testing
methodology
carbon monoxide
disease diagnosis
lesions (animal)
disease severity
Learning

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Pino Peña, I., Cheplygina, V., Paschaloudi, S., Vuust, M., Carl, J., Weinreich, U. M., ... de Bruijne, M. (2018). Automatic emphysema detection using weakly labeled HRCT lung images. PLOS ONE, 13(10), 1-16. [e0205397]. https://doi.org/10.1371/journal.pone.0205397
Pino Peña, Isabel ; Cheplygina, Veronika ; Paschaloudi, Sofia ; Vuust, Morten ; Carl, Jesper ; Weinreich, Ulla Møller ; Østergaard, Lasse Riis ; de Bruijne, Marleen. / Automatic emphysema detection using weakly labeled HRCT lung images. In: PLOS ONE. 2018 ; Vol. 13, No. 10. pp. 1-16.
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title = "Automatic emphysema detection using weakly labeled HRCT lung images",
author = "{Pino Pe{\~n}a}, Isabel and Veronika Cheplygina and Sofia Paschaloudi and Morten Vuust and Jesper Carl and Weinreich, {Ulla M{\o}ller} and {\O}stergaard, {Lasse Riis} and {de Bruijne}, Marleen",
year = "2018",
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Pino Peña, I, Cheplygina, V, Paschaloudi, S, Vuust, M, Carl, J, Weinreich, UM, Østergaard, LR & de Bruijne, M 2018, 'Automatic emphysema detection using weakly labeled HRCT lung images', PLOS ONE, vol. 13, no. 10, e0205397, pp. 1-16. https://doi.org/10.1371/journal.pone.0205397

Automatic emphysema detection using weakly labeled HRCT lung images. / Pino Peña, Isabel; Cheplygina, Veronika; Paschaloudi, Sofia; Vuust, Morten; Carl, Jesper; Weinreich, Ulla Møller; Østergaard, Lasse Riis; de Bruijne, Marleen.

In: PLOS ONE, Vol. 13, No. 10, e0205397, 2018, p. 1-16.

Research output: Contribution to journalJournal articleResearchpeer-review

TY - JOUR

T1 - Automatic emphysema detection using weakly labeled HRCT lung images

AU - Pino Peña, Isabel

AU - Cheplygina, Veronika

AU - Paschaloudi, Sofia

AU - Vuust, Morten

AU - Carl, Jesper

AU - Weinreich, Ulla Møller

AU - Østergaard, Lasse Riis

AU - de Bruijne, Marleen

PY - 2018

Y1 - 2018

U2 - 10.1371/journal.pone.0205397

DO - 10.1371/journal.pone.0205397

M3 - Journal article

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SP - 1

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JO - P L o S One

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Pino Peña I, Cheplygina V, Paschaloudi S, Vuust M, Carl J, Weinreich UM et al. Automatic emphysema detection using weakly labeled HRCT lung images. PLOS ONE. 2018;13(10):1-16. e0205397. https://doi.org/10.1371/journal.pone.0205397