Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing

Andreas Haghofer; Andrea Fuchs-Baumgartinger; Karoline Lipnik; Robert Klopeisch; Marc Aubreville; Josef Scharinger; Herbert Weissenböck; Stephan M. Winkler; Christoph A. Bertram

doi:10.1038/s41598-023-46607-w

Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing

Andreas Haghofer, Andrea Fuchs-Baumgartinger, Karoline Lipnik, Robert Klopeisch, Marc Aubreville, Josef Scharinger, Herbert Weissenböck, Stephan M. Winkler, Christoph A. Bertram

Institute of Computational Perception

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

Original language	English
Article number	19436
Pages (from-to)	1-14
Number of pages	15
Journal	Scientific Reports
Volume	13
Issue number	1
DOIs	https://doi.org/10.1038/s41598-023-46607-w
Publication status	Published - 09 Nov 2023

Fields of science

202002 Audiovisual media
102 Computer Sciences
102001 Artificial intelligence
102003 Image processing
102015 Information systems

JKU Focus areas

Digital Transformation

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1038/s41598-023-46607-w

Cite this

Haghofer, A., Fuchs-Baumgartinger, A., Lipnik, K., Klopeisch, R., Aubreville, M., Scharinger, J., Weissenböck, H., Winkler, S. M., & Bertram, C. A. (2023). Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing. Scientific Reports, 13(1), 1-14. Article 19436. https://doi.org/10.1038/s41598-023-46607-w

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title = "Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing",

author = "Andreas Haghofer and Andrea Fuchs-Baumgartinger and Karoline Lipnik and Robert Klopeisch and Marc Aubreville and Josef Scharinger and Herbert Weissenb{\"o}ck and Winkler, \{Stephan M.\} and Bertram, \{Christoph A.\}",

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Haghofer, A, Fuchs-Baumgartinger, A, Lipnik, K, Klopeisch, R, Aubreville, M, Scharinger, J, Weissenböck, H, Winkler, SM & Bertram, CA 2023, 'Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing', Scientific Reports, vol. 13, no. 1, 19436, pp. 1-14. https://doi.org/10.1038/s41598-023-46607-w

TY - JOUR

T1 - Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing

AU - Haghofer, Andreas

AU - Fuchs-Baumgartinger, Andrea

AU - Lipnik, Karoline

AU - Klopeisch, Robert

AU - Aubreville, Marc

AU - Scharinger, Josef

AU - Weissenböck, Herbert

AU - Winkler, Stephan M.

AU - Bertram, Christoph A.

PY - 2023/11/9

Y1 - 2023/11/9

UR - https://www.scopus.com/pages/publications/85176240496

U2 - 10.1038/s41598-023-46607-w

DO - 10.1038/s41598-023-46607-w

M3 - Article

C2 - 37945699

VL - 13

SP - 1

EP - 14

JO - Scientific Reports

JF - Scientific Reports

IS - 1

M1 - 19436

ER -

Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing

Fields of science

JKU Focus areas

UN SDGs

Access to Document

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Cite this