3D convolutional neural networks-based segmentation to acquire quantitative criteria of the nucleus during mouse embryogenesis Y Tokuoka, TG Yamada, D Mashiko, Z Ikeda, NF Hiroi, TJ Kobayashi, ... NPJ systems biology and applications 6 (1), 32, 2020 | 41 | 2020 |
Predicting the future direction of cell movement with convolutional neural networks S Nishimoto, Y Tokuoka, TG Yamada, NF Hiroi, A Funahashi PloS one 14 (9), e0221245, 2019 | 22 | 2019 |
An inductive transfer learning approach using cycle-consistent adversarial domain adaptation with application to brain tumor segmentation Y Tokuoka, S Suzuki, Y Sugawara Proceedings of the 2019 6th international conference on biomedical and …, 2019 | 21 | 2019 |
Development of Convolutional Neural Network Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Mouse Development Y Tokuoka, TG Yamada, NF Hiroi, TJ Kobayashi, K Yamagata, ... BioRxiv, 324186, 2018 | 16 | 2018 |
Direct cell counting using macro-scale smartphone images of cell aggregates C Imashiro, Y Tokuoka, K Kikuhara, TG Yamada, K Takemura, ... IEEE Access 8, 170033-170043, 2020 | 6 | 2020 |
An explainable deep learning-based algorithm with an attention mechanism for predicting the live birth potential of mouse embryos Y Tokuoka, TG Yamada, D Mashiko, Z Ikeda, TJ Kobayashi, K Yamagata, ... Artificial Intelligence in Medicine 134, 102432, 2022 | 4 | 2022 |
Symbolic integration by integrating learning models with different strengths and weaknesses H Kubota, Y Tokuoka, TG Yamada, A Funahashi IEEE Access 10, 47000-47010, 2022 | 3 | 2022 |
Deep learning for non-invasive determination of the differentiation status of human neuronal cells by using phase-contrast photomicrographs M Ooka, Y Tokuoka, S Nishimoto, NF Hiroi, TG Yamada, A Funahashi Applied Sciences 9 (24), 5503, 2019 | 3 | 2019 |
Development of non-bias phenotypic drug screening for cardiomyocyte hypertrophy by image segmentation using deep learning J Komuro, Y Tokuoka, T Seki, D Kusumoto, H Hashimoto, T Katsuki, ... Biochemical and Biophysical Research Communications 632, 181-188, 2022 | 1 | 2022 |
Roles of microglia/macrophage and antibody in cell sheet transplantation in the central nervous system N Honda, Y Watanabe, Y Tokuoka, R Hanajima Stem Cell Research & Therapy 13 (1), 470, 2022 | 1 | 2022 |
Deep learning-based algorithm for predicting the live birth potential of mouse embryos Y Tokuoka, TG Yamada, D Mashiko, Z Ikeda, TJ Kobayashi, K Yamagata, ... bioRxiv, 2021.08. 19.456065, 2021 | 1 | 2021 |
Role of microglia and macrophages in cell sheet transplantation in the central nervous system Y Watanabe, N Honda, Y Tokuoka, R Hanajima Journal of the Neurological Sciences 455, 2023 | | 2023 |
Neural Architecture Search の探索空間削減を目指した深層学習モデルの部分構造解析 富山護, 比企佑介, 渋谷優介, 徳岡雄大, 山田貴大, 舟橋啓 人工知能学会全国大会論文集 第 36 回 (2022), 3Yin204-3Yin204, 2022 | | 2022 |
ライブセルイメージングと深層学習を用いた胚発生過程定量システムの構築 徳岡雄大, 山田貴大, 増子大輔, 池田善貴, 広井賀子, 小林徹也, ... 応用物理学会学術講演会講演予稿集 第 81 回応用物理学会秋季学術講演会, 87-87, 2020 | | 2020 |
機械学習による細胞動態解析 西本勝利, 徳岡雄大, 山田貴大, 広井賀子, 舟橋啓 応用物理学会学術講演会講演予稿集 第 67 回応用物理学会春季学術講演会, 124-124, 2020 | | 2020 |