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

UN SDGs

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

SDG 3 Good Health and Well-being

Fields of science

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

JKU Focus areas

Digital Transformation

Access to Document

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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doi = "10.1038/s41598-023-46607-w",

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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

SN - 2045-2322

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

UN SDGs

Fields of science

JKU Focus areas

Access to Document

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Cite this