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J-GLOBAL ID:201701013130496097   Update date: Oct. 04, 2021

Misumi Toshihiro

ミスミ トシヒロ | Misumi Toshihiro
Research field  (1): Applied mathematics and statistics
Research keywords  (2): 生物統計学 ,  統計科学
Research theme for competitive and other funds  (6):
  • 2020 - 2024 医学研究におけるジョイントモデリングに基づく予後予測手法の研究開発
  • 2019 - 2022 Learning Health System for Prevention of Chronic Kidney Disease Progression
  • 2018 - 2021 WHOの自殺予防戦略に基づくがん患者自殺予防プログラムの開発
  • 2018 - 2021 MID-NETを活用した治療経過の実態調査と最適な動的治療決定のための統計学的検討およびその実施可能性の検討
  • 2018 - 2020 経時測定データと二値反応データに基づくジョイントモデルの研究開発
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Papers (45):
  • Shu Takagawa, Naomi Kobayashi, Yohei Yukizawa, Takayuki Oishi, Masaki Tsuji, Toshihiro Misumi, Yutaka Inaba. Identifying factors predicting prolonged rehabilitation after simultaneous bilateral total knee arthroplasty: a retrospective observational study. BMC Musculoskeletal Disorders. 2021. 22. 1
  • Ryosuke Shindo, Shigeru Aoki, Sayuri Nakanishi, Toshihiro Misumi, Etsuko Miyagi. Impact of gestational diabetes mellitus diagnosed during the third trimester on pregnancy outcomes: a case-control study. BMC Pregnancy and Childbirth. 2021. 21. 1
  • Naomi Kobayashi, Emi Kamono, Kento Maeda, Toshihiro Misumi, Yohei Yukizawa, Yutaka Inaba. Effectiveness of diluted povidone-iodine lavage for preventing periprosthetic joint infection: an updated systematic review and meta-analysis. Journal of orthopaedic surgery and research. 2021. 16. 1. 569-569
  • Soichiro Obata, Mai Shimura, Toshihiro Misumi, Sayuri Nakanishi, Ryosuke Shindo, Etsuko Miyagi, Shigeru Aoki. Weight gain during twin pregnancy with favorable pregnancy outcomes in Japan: A retrospective investigation for new criteria based on perinatal registry data. PLOS ONE. 2021. 16. 7. e0253596-e0253596
  • Masaaki Konishi, Eiichi Akiyama, Yasushi Matsuzawa, Ryosuke Sato, Shinnosuke Kikuchi, Hidefumi Nakahashi, Nobuhiko Maejima, Noriaki Iwahashi, Masami Kosuge, Toshiaki Ebina, et al. Prognostic impact of muscle and fat mass in patients with heart failure. Journal of Cachexia, Sarcopenia and Muscle. 2021
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MISC (5):
Lectures and oral presentations  (31):
  • Joint Models for Incomplete Longitudinal Data and Time-to-Event Data
    (ENAR 2021 Spring Meeting 2021)
  • Dynamic predictions via functional joint models for sparse longitudinal and time-to-event data
    (13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020) 2020)
  • 不完全な経時測定データと事象時間データのジョイントモデルの提案
    (2020年度統計関連学会連合大会 2020)
  • Joint modeling and estimation for multivariate longitudinal data and binary outcome.
    (The 12nd International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019) 2019)
  • Automatic multivariate functional clustering for spatial longitudinal data.
    (The 12nd International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019) 2019)
more...
Education (3):
  • 2012 - 2015 中央大学大学院理工学研究科数学専攻 博士後期課程
  • 2005 - 2007 Kyushu University Department of Mathematics
  • 2001 - 2005 Kyushu University
Professional career (1):
  • 博士(理学) (中央大学)
Work history (2):
  • 2017/10 - 現在 Yokohama City University Medical Center, Biostatistics
  • 2007/04 - 2017/09 Astellas Pharma Inc.
Committee career (1):
  • 2018/04 - 現在 横浜市立大学 臨床研究審査委員会 技術専門員
Awards (1):
  • 2017/05 - 応用統計学会 2017年度応用統計学会奨励論文賞 非線形混合効果モデルに基づく関数データクラスタリング
Association Membership(s) (5):
THE BIOMETRIC SOCIETY OF JAPAN ,  JAPANESE SOCIETY OF APPLIED STATISTICS ,  THE JAPAN STATISTICAL SOCIETY ,  The Royal Statistical Society ,  American Statistical Association
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