2022
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Identification of Bacterial Drug-Resistant Cells by the Convolutional Neural Network in Transmission Electron Microscope Images
March 15, 2022 in article
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Hayashi-Nishino, M., Aoki, K., Kishimoto, A., Takeuchi, Y., Fukushima, A., Uchida, K., Echigo, T., Yagi, Y., Hirose, M., Iwasaki, K., Shin’ya, E., Washio, T., Furusawa, C., and Nishino, K. (2022). Identification of Bacterial Drug-Resistant …
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Residue Assignment in Crystallographic Protein Electron Density Maps With 3D Convolutional Networks
March 2, 2022 in article
Godo, A., Aoki, K., Nakagawa, A., and Yagi, Y. (2022). Residue Assignment in Crystallographic Protein Electron Density Maps With 3D Convolutional Networks. IEEE Access, 10:28760-28772. This work proposes a neural network architecture, called 3D …
2021
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Detecting Lower MMSE Scores in Older Adults using Cross-trial Features from a Dual-task with Gait and Arithmetic
November 8, 2021 in article
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Wu, S., Matsuura, T., Okura, F., Makihara, Y., Zhou, C., Aoki, K., Mitsugami, I., and Yagi, Y. (2021). Detecting Lower MMSE Scores in Older Adults using Cross-trial Features from a Dual-task with Gait and Arithmetic. IEEE Access, 9:150268-150282. The …
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Early Detection of Low Cognitive Scores from Dual-task Performance Data Using a Spatio-temporal Graph Convolutional Neural Network
November 1, 2021 in proceedings
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Wu, S., Okura, F., Makihara, Y., Aoki, K., Niwa, M., and Yagi, Y. (2021). Early Detection of Low Cognitive Scores from Dual-task Performance Data Using a Spatio-temporal Graph Convolutional Neural Network. Proc. Ann. Int. Conf. IEEE Eng. Med. Biol. …
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Physical Fatigue Detection from Gait Cycles via a Multi-task Recurrent Neural Network
September 7, 2021 in article
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Aoki, K., Nishikawa, H., Makihara, Y., Muramatsu, D., Takemura, N., and Yagi, Y. (2021). Physical Fatigue Detection from Gait Cycles via a Multi-task Recurrent Neural Network. IEEE Access, 9:127565-127575. This paper describes a deep learning …
2019
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Early Detection of Lower MMSE Scores in Elderly Based on Dual-Task Gait
March 22, 2019 in article
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Aoki, K., Ngo, T., Mitsugami, I., Okura, F., Niwa, M., Makihara, Y., Yagi, Y., and Kazui, H. (2019). Early Detection of Lower MMSE Scores in Elderly Based on Dual-Task Gait. IEEE Access, 7:40085-40094. The dual-task paradigm is a promising procedure …
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Time-lapse Image Analysis for Rapid Drug Susceptibility Testing
February 20, 2019 in proceedings
Grushnikov, A., Hanada, S., Matsumoto, Y., Aoki, K., and Yagi, Y. (2019). Time-lapse Image Analysis for Rapid Drug Susceptibility Testing. Proc. Int. Workshop Frontiers Comput. Vis...
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Age Estimation from Dual-Task Behavior for Comprehensive Growth Assessment of Children
January 12, 2019 in proceedings
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Zhou, C., Mitsugami, I., Aoki, K., Okura, F., and Yagi, Y. (2019). Age Estimation from Dual-Task Behavior for Comprehensive Growth Assessment of Children. Proc. Int. Workshop Robust Comput. Vis...
2018
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Growth Assessment of School-Age Children from Dual-Task Observation
October 1, 2018 in article
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Zhou, C., Mitsugami, I., Okura, F., Aoki, K., and Yagi, Y. (2018). Growth Assessment of School-Age Children from Dual-Task Observation. ITE Trans. Media Technol. Appl., 6(4):286-296. Conventional approaches to the assessment of growth among children …
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Automatic Collection of Dual-task Human Behavior for Analysis of Cognitive Function
April 1, 2018 in article
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Okura, F., Mitsugami, I., Niwa, M., Aoki, K., Zhou, C., and Yagi, Y. (2018). Automatic Collection of Dual-task Human Behavior for Analysis of Cognitive Function. ITE Trans. Media Technol. Appl., 6(2):138-150. The performance of dual task, …