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Open Access

Peer-reviewed

Research Article

Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system

Fabian Heinemann ,

Roles Conceptualization, Investigation, Methodology, Software, Visualization, Writing – original draft

* E-mail: fabian.heinemann@boehringer-ingelheim.com

Affiliation Target Discovery Research, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany

http://orcid.org/0000-0002-9710-7351

⨯
Gerald Birk,

Roles Conceptualization, Investigation, Methodology, Software, Writing – review & editing

Affiliation Target Discovery Research, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany
⨯
Tanja Schoenberger,

Roles Data curation, Validation, Writing – review & editing

Affiliation Target Discovery Research, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany
⨯
Birgit Stierstorfer

Roles Conceptualization, Data curation, Funding acquisition, Supervision, Validation, Writing – original draft

Affiliation Target Discovery Research, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany
⨯

Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system

Fabian Heinemann,
Gerald Birk,
Tanja Schoenberger,
Birgit Stierstorfer

x

Published: August 23, 2018
https://doi.org/10.1371/journal.pone.0202708

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Inflammation
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Fibrosis
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Pulmonary imaging
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Deep learning
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Neural networks
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Inflammatory diseases
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Image analysis
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Imaging techniques
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