Arata Segawa, Mitsutaka Nemoto, Hayato Kaida, Yuichi Kimura, Takashi Nagaoka, Katsuhiro Mikami, Takahiro Yamada, Kohei Hanaoka, Tatsuya Tsuchitani, Kazuhiro Kitajima, et al. Unsupervised lung lesion detection on FDG-PET/CT images by deep image transformation-based 2.5-dimensional local anomaly detection. Medical Imaging 2024: Imaging Informatics for Healthcare, Research, and Applications. 2024
Mitsutaka Nemoto, Kazuyuki Ushifusa, Yuichi Kimura, Takashi Nagaoka, Takahiro Yamada, Takeharu Yoshikawa. II-26 Unsupervised Feature Extraction for Various Computer-Aided Diagnosis Using Multiple Convolutional Autoencoders and 2.5-Dimensional Local Image Analysis. Applied Sciences. 2023. 13. 14. 8330-8330
Mitsutaka Nemoto, Atsuko Tanaka, Hayato Kaida, Yuichi Kimura, Takashi Nagaoka, Takahiro Yamada, Kohei Hanaoka, Kazuhiro Kitajima, Tatsuya Tsuchitani, Kazunari Ishii. II-25 Automatic detection of primary and metastatic lesions on cervicothoracic region and whole-body bone using a uniform machine-learnable approach for [18F]-FDG-PET/CT image analysis. Physics in medicine and biology. 2022. 67. 19
Mika Yamamuro, Yoshiyuki Asai, Naomi Hashimoto, Nao Yasuda, Hiroto Kimura, Takahiro Yamada, Mitsutaka Nemoto, Yuichi Kimura, Hisashi Handa, Hisashi Yoshida, et al. Robustness of a U-net model for different image processing types in segmentation of the mammary gland region. 16th International Workshop on Breast Imaging (IWBI2022). 2022
Mika Yamamuro, Yoshiyuki Asai, Naomi Hashimoto, Nao Yasuda, Hiorto Kimura, Takahiro Yamada, Mitsutaka Nemoto, Yuichi Kimura, Hisashi Handa, Hisashi Yoshida, et al. II-24 Utility of U-Net for the objective segmentation of the fibroglandular tissue region on clinical digital mammograms. Biomedical Physics & Engineering Express. 2022. 8. 4. 045016-045016
H Yamaguchi, M Nemoto, H Kaida, Y Kimura, T Nagaoka, T Yamada, K Hanaoka, K Kitajima, T Tsuchitani, K. Ishii. Detection of bone metastases on FDG-PET/CT images by using two-step anomaly detection. International Journal of Computer Assisted Radiology and Surgery. 2021. 16. S1. 110-111
2002 - 2005 Waseda University Graduate School of Science and Engineering
2000 - 2002 Waseda University Graduate School of Science and Engineering
1996 - 2000 Waseda University School of Science and Engineering
Professional career (1):
博士(工学) (早稲田大学)
Work history (5):
2023/04 - 現在 Kindai University Faculty of Biology-Oriented Science and Technology Department of Computational Systems Biology Associate Professor
2015/04 - 2023/03 Kindai University Faculty of Biology-Oriented Science and Technology, Department of Computational Systems Biology
2009/04 - 2015/03 Waseda University Faculty of Science and Engineering
2006/04 - 2009/03 県立静岡がんセンター 研究所 任期付研究員
2003/04 - 2006/03 Waseda University School of Science and Engineering
Committee career (6):
2021/04 - 現在 日本生体医工学会 編集委員
2015/04 - 2021/03 日本生体医工学会 編集委員幹事
2018/04 - 2020/03 日本生体医工学会 幹事
2018/04 - 2019/03 電子情報通信学会BME研究会 幹事
2010/01 - 2012/12 IEEE Japan Chapter of Engineering in Medicine and Biology (EMB-18) Treasurer
2009/04 - 2012/03 電子情報通信学会 会誌編集委員
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Awards (10):
2024/02 - SPIE Honorable Mention Poster Award Unsupervised lung lesion detection on FDG-PET/CT images by deep image transformation-based 2.5-dimensional local anomaly detection.