JSAI2023

Session information

Poster Session

General Session » Poster session

[4Xin1] Poster session 2

Fri. Jun 9, 2023 9:00 AM - 10:40 AM Room X (Exhibition hall B)

[4Xin1-09] Comparison of Communication Cost and Accuracy in Federated Learning and Data Collaboration Analysis

Assuming Integrated Data Analysis of University of Tsukuba Hospital and Tsukuba City Hall

〇Akihiro Toyoda1, Go Uchitachimoto2, Masayuki Kojima2, Rina Kagawa3, Takashi Oyama4, Akira Imakura5,6, Tetsuya Sakurai5,6, Yukihiko Okada5,6 (1.Univ. of Tsukuba, The College of Policy and Planning Science, 2. Univ. of Tsukuba, Master's Program in Service Engineering, 3.Univ. of Tsukuba, Institute of Medicine, 4.Tsukuba City, Health Department, National Health Insurance Division, 5.Univ. of Tsukuba, Institute of Systems and Information Engineering, 6.Univ. of Tsukuba, Center for Artificial Intelligence Research)

〇Masaki Sawada1, Nawara Broti1, Yutaro Takayama2, Masaki Iwasaki3, Yumie Ono4 (1.Electrical Engineering Program, Graduate School of Science and Technology, Meiji University, 2.Department of Neurosurgery, Yokohama City University Hospital, 3.Department of Neurosurgery, National Center Hospital, National Center of Neurology and Psychiatry, 4.Department of Electronics and Bioinformatics, School of Science and Technology, Meiji University)

〇Yuichi Yano1, Kenichiro Akagi1, Yayoi Natsume2,5, Masataka Kuroda2,4, Mari Itoh2, Chihiro Higuchi2, Kenya Ueno3, Mariko Nio6 (1.NEC Corporation, 2.AI Center for Health & Biomedical Research, National Institutes of Biomedical Innovation, Health and Nutrition, 3.Toray Industries, Inc., 4.Discovery Technology Laboratories, Mitsubishi Tanabe Pharma Corporation, 5.Institute of Advanced Medical Sciences, Tokushima University, 6.Chugai Pharmaceutical Co., Ltd.)

〇Tatsuya Kushida1, Daiki Usuda1, Takatomo Fujisawa2, Yasunori Yamamoto3, Norio Kobayashi4, Hiroshi Masuya1 (1.RIKEN BioResource Research Center, 2.National Institute of Genetics, 3.Database Center for Life Science, Joint Support-Center for Data Science Research, Research Organization of Information and Systems, 4.RIKEN Information R&D and Strategy Headquarters)

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