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Journals
Journal of Ultrasonography
Volume 22 (2022): Issue 89 (June 2022)
Open Access
Explaining a deep learning based breast ultrasound image classifier with saliency maps
Michał Byra
Michał Byra
,
Katarzyna Dobruch-Sobczak
Katarzyna Dobruch-Sobczak
,
Hanna Piotrzkowska-Wroblewska
Hanna Piotrzkowska-Wroblewska
,
Ziemowit Klimonda
Ziemowit Klimonda
and
Jerzy Litniewski
Jerzy Litniewski
| Apr 27, 2022
Journal of Ultrasonography
Volume 22 (2022): Issue 89 (June 2022)
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Article Category:
Research paper
Published Online:
Apr 27, 2022
Page range:
70 - 75
Received:
Nov 14, 2021
Accepted:
Jan 24, 2022
DOI:
https://doi.org/10.15557/JoU.2022.0013
Keywords
deep learning
,
breast mass diagnosis
,
attention maps
,
explainability
© 2022 Michał Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wroblewska, Ziemowit Klimonda, Jerzy Litniewski, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Michał Byra
Department of Ultrasound, Institute of Fundamental Technological Research, Polish Academy of Sciences
Warsaw, Poland
Katarzyna Dobruch-Sobczak
Radiology Department II, Maria Sklodowska-Curie National Research Institute of Oncology
Warsaw, Poland
Hanna Piotrzkowska-Wroblewska
Department of Ultrasound, Institute of Fundamental Technological Research, Polish Academy of Sciences
Warsaw, Poland
Ziemowit Klimonda
Department of Ultrasound, Institute of Fundamental Technological Research, Polish Academy of Sciences
Warsaw, Poland
Jerzy Litniewski
Department of Ultrasound, Institute of Fundamental Technological Research, Polish Academy of Sciences
Warsaw, Poland