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Page 1
Universal adversarial attacks on deep neural networks for medical image classification.
BMC Med Imaging. 2021 Jan 7;21(1):9. doi: 10.1186/s12880-020-00530-y.
BMC Med Imaging. 2021.
PMID: 33413181
Free PMC article.
Natural Images Allow Universal Adversarial Attacks on Medical Image Classification Using Deep Neural Networks with Transfer Learning.
Minagi A, Hirano H, Takemoto K.
Minagi A, et al. Among authors: hirano h.
J Imaging. 2022 Feb 4;8(2):38. doi: 10.3390/jimaging8020038.
J Imaging. 2022.
PMID: 35200740
Free PMC article.
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Difficulty in inferring microbial community structure based on co-occurrence network approaches.
Hirano H, Takemoto K.
Hirano H, et al.
BMC Bioinformatics. 2019 Jun 13;20(1):329. doi: 10.1186/s12859-019-2915-1.
BMC Bioinformatics. 2019.
PMID: 31195956
Free PMC article.
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Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks.
Hirano H, Koga K, Takemoto K.
Hirano H, et al.
PLoS One. 2020 Dec 17;15(12):e0243963. doi: 10.1371/journal.pone.0243963. eCollection 2020.
PLoS One. 2020.
PMID: 33332412
Free PMC article.
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