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Illuminating Clues of Cancer Buried in Prostate MR Image: Deep Learning and Expert Approaches.
Akatsuka J, Yamamoto Y, Sekine T, Numata Y, Morikawa H, Tsutsumi K, Yanagi M, Endo Y, Takeda H, Hayashi T, Ueki M, Tamiya G, Maeda I, Fukumoto M, Shimizu A, Tsuzuki T, Kimura G, Kondo Y. Akatsuka J, et al. Among authors: yamamoto y. Biomolecules. 2019 Oct 30;9(11):673. doi: 10.3390/biom9110673. Biomolecules. 2019. PMID: 31671711 Free PMC article.
Automated acquisition of explainable knowledge from unannotated histopathology images.
Yamamoto Y, Tsuzuki T, Akatsuka J, Ueki M, Morikawa H, Numata Y, Takahara T, Tsuyuki T, Tsutsumi K, Nakazawa R, Shimizu A, Maeda I, Tsuchiya S, Kanno H, Kondo Y, Fukumoto M, Tamiya G, Ueda N, Kimura G. Yamamoto Y, et al. Nat Commun. 2019 Dec 18;10(1):5642. doi: 10.1038/s41467-019-13647-8. Nat Commun. 2019. PMID: 31852890 Free PMC article.
Clinically Significant Prostate Cancer Prediction Using Multimodal Deep Learning with Prostate-Specific Antigen Restriction.
Takeda H, Akatsuka J, Kiriyama T, Toyama Y, Numata Y, Morikawa H, Tsutsumi K, Takadate M, Hasegawa H, Mikami H, Obayashi K, Endo Y, Takahashi T, Fukumoto M, Ohashi R, Shimizu A, Kimura G, Kondo Y, Yamamoto Y. Takeda H, et al. Among authors: yamamoto y. Curr Oncol. 2024 Nov 15;31(11):7180-7189. doi: 10.3390/curroncol31110530. Curr Oncol. 2024. PMID: 39590160 Free PMC article.
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