• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

A Study of Exploratory Meta-Analysis Based on Analytic Meta-Analysis and SDA

Research Project

Project/Area Number 18H03207
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 60030:Statistical science-related
Research InstitutionThe Institute of Statistical Mathematics (2022)
Hokkaido University (2018-2021)

Principal Investigator

Mizuta Masahiro  統計数理研究所, 大学統計教員育成センター, 特任教授 (70174026)

Co-Investigator(Kenkyū-buntansha) 清水 信夫  統計数理研究所, データ科学研究系, 助教 (00332130)
南 弘征  北海道大学, 情報基盤センター, 教授 (80261395)
松井 佑介  名古屋大学, 医学系研究科(保健), 准教授 (90761495)
飯島 弘章  北海道大学, 大学病院, 特定専門職員 (00776015)
Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥15,990,000 (Direct Cost: ¥12,300,000、Indirect Cost: ¥3,690,000)
Fiscal Year 2022: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2021: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2020: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2019: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2018: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
KeywordsSDA / 根拠に基づく医療 / コンセプト / データ統合
Outline of Final Research Achievements

Meta-analysis is the integration of multiple research findings to reach a conclusion and is regarded as the highest level of evidence in evidence-based medicine. However, it is not easy to find useful information from multiple research findings in an exploratory manner. Therefore, we utilized Symbolic Data Analysis (SDA), which applies metaphysical principles to data analysis, to construct exploratory meta-analysis. In addition, we conducted applied research on customer behavioral intentions, unauthorized access on the Internet, various types of fatty acid data, and radiation therapy.

Academic Significance and Societal Importance of the Research Achievements

本研究では、シンボリックデータ解析(SDA)の枠組みを利用してメタ解析を再検討した。この研究の学術的意義は、医療などで最も高い根拠となるメタ解析において、探索的なアプローチを提供するとともに、多くの分野における応用例を示したことである。社会的意義としては、メタ解析の手法を進化させ、より信頼性の高い結果を提供することで、医療や政策立案などの分野において一層適切な意思決定が可能となり、社会全体の利益に寄与したといえる。

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (85 results)

All 2023 2022 2021 2020 2019 2018

All Journal Article (35 results) (of which Int'l Joint Research: 5 results,  Open Access: 29 results,  Peer Reviewed: 32 results) Presentation (49 results) (of which Int'l Joint Research: 15 results,  Invited: 10 results) Book (1 results)

  • [Journal Article] Pgc-1α is an exercise-responsive regulator of myosteatosis in older individuals2023

    • Author(s)
      Iijima Hirotaka、Ambrosio Fabrisia、Matsui Yusuke
    • Journal Title

      BioRxive

      Volume: - Pages: 1-23

    • DOI

      10.1101/2023.02.07.527478

    • Related Report
      2022 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Network-based cytokine inference implicates Oncostatin M as a driver for inflammation phenotype of knee osteoarthritis2023

    • Author(s)
      Iijima Hirotaka、Zhang Fan、Ambrosio Fabrisia、Matsui Yusuke
    • Journal Title

      BioRxive

      Volume: -

    • DOI

      10.1101/2023.01.24.525463

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Types of anomalies in two-dimensional video-based gait analysis in uncontrolled environments2023

    • Author(s)
      Sugiyama Yuki、Uno Kohei、Matsui Yusuke
    • Journal Title

      PLOS Computational Biology

      Volume: 19 Issue: 1 Pages: 1-18

    • DOI

      10.1371/journal.pcbi.1009989

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Measurement of personal radio frequency exposure in Japan: The Hokkaido Study on the Environment and Children's health2023

    • Author(s)
      Yamazaki Keiko、Ikeda-Araki Atsuko、Miyashita Chihiro、Tamura Naomi、Yoshikawa Toshio、Hikage Takashi、Omiya Manabu、Mizuta Masahiro、Ikuyo Miwa、Tobita Kazuhiro、Onishi Teruo、Taki Masao、Watanabe Soichi、Kishi Reiko
    • Journal Title

      Environmental Research

      Volume: 216 Pages: 114429-114429

    • DOI

      10.1016/j.envres.2022.114429

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cross-sectional associations between early mobile device usage and problematic behaviors among school-aged children in the Hokkaido Study on Environment and Children’s Health2023

    • Author(s)
      Miyashita Chihiro、Yamazaki Keiko、Tamura Naomi、Ikeda-Araki Atsuko、Suyama Satoshi、Hikage Takashi、Omiya Manabu、Mizuta Masahiro、Kishi Reiko
    • Journal Title

      Environmental Health and Preventive Medicine

      Volume: 28 Issue: 0 Pages: 22-22

    • DOI

      10.1265/ehpm.22-00245

    • ISSN
      1342-078X, 1347-4715
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Efficient use of “big data” or “data.”2022

    • Author(s)
      水田 正弘
    • Journal Title

      The Journal of Information Science and Technology Association

      Volume: 72 Issue: 5 Pages: 183-186

    • DOI

      10.18919/jkg.72.5_183

    • ISSN
      0913-3801, 2189-8278
    • Year and Date
      2022-05-01
    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] A method for extracting nonlinear structure based on measures of dependence2022

    • Author(s)
      Ishimoto Shoma、Minami Hiroyuki、Mizuta Masahiro
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: 5 Issue: 2 Pages: 661-674

    • DOI

      10.1007/s42081-022-00177-9

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Resilience Evaluation by SLA of Line Connectivity Using Discrete Structure Processing System2022

    • Author(s)
      Hiroki Kashiwazaki, Masahiro Mizuta, Dai Sato
    • Journal Title

      IPSJ SIG Technical Report

      Volume: 2022-IOT-56 Pages: 1-6

    • Related Report
      2021 Annual Research Report
    • Open Access
  • [Journal Article] Comparison of dimension reduction methods on fatty acids food source study2021

    • Author(s)
      Chen Yifan、Miura Yusuke、Sakurai Toshihiro、Chen Zhen、Shrestha Rojeet、Kato Sota、Okada Emiko、Ukawa Shigekazu、Nakagawa Takafumi、Nakamura Koshi、Tamakoshi Akiko、Chiba Hitoshi、Imai Hideyuki、Minami Hiroyuki、Mizuta Masahiro、Hui Shu-Ping
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1 Pages: 1-12

    • DOI

      10.1038/s41598-021-97349-6

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Pan-cancer methylome analysis for cancer diagnosis and classification of cancer cell of origin.2021

    • Author(s)
      Shimizu D, Taniue K, Matsui Y, Haeno H, Araki H, Miura F, Fukunaga M, Shiraishi K, Miyamoto Y, Tsukamoto S, Komine A, Kobayashi Y, Kitagawa A, Yoshikawa Y, Sato K, Saito T, Ito S, Masuda T, Niida A, Suzuki M, Baba H, Ito T, Akimitsu N, Kodera Y, Mimori K.
    • Journal Title

      Cancer Gene Ther.

      Volume: Epub Issue: 5 Pages: 1-1

    • DOI

      10.1038/s41417-021-00401-w

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Increased BUB1B/BUBR1 expression contributes to aberrant DNA repair activity leading to resistance to DNA-damaging agents2021

    • Author(s)
      Komura Kazumasa、Inamoto Teruo、Tsujino Takuya、Matsui Yusuke et al.
    • Journal Title

      Oncogene

      Volume: 40 Issue: 43 Pages: 6210-6222

    • DOI

      10.1038/s41388-021-02021-y

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] RoDiCE: robust differential protein co-expression analysis for cancer complexome2021

    • Author(s)
      Matsui Yusuke、Abe Yuichi、Uno Kohei、Miyano Satoru
    • Journal Title

      Bioinformatics

      Volume: 38 Issue: 5 Pages: 1269-1276

    • DOI

      10.1093/bioinformatics/btab612

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pre-stimulus alpha oscillation and post-stimulus cortical activity differ in localization between consciously perceived and missed near-threshold somatosensory stimuli2021

    • Author(s)
      Uemura Jun-ichi, Hoshino Aiko, Igarashi Go, Matsui Yusuke, Chishima Makoto, Hoshiyama Minoru
    • Journal Title

      EUROPEAN JOURNAL OF NEUROSCIENCE

      Volume: 54 Issue: 4 Pages: 5518-5530

    • DOI

      10.1111/ejn.15388

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] メタアナリシスにおけるシンボリッククラスター分析の適用法について2021

    • Author(s)
      髙木諒, 南弘征, 水田正弘
    • Journal Title

      計算機統計学

      Volume: 32 Pages: 95-103

    • NAID

      130008001080

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application of Adaptive Index Model to Evaluate Streetscape Convenience Evaluation Survey Data in Chengdu2021

    • Author(s)
      WAN Ke、YAN Kun、LI Li、MINAMI Hiroyuki、SHIMOKAWA Toshio、MIZUTA Masahiro
    • Journal Title

      Transactions of Japan Society of Kansei Engineering

      Volume: 20 Issue: 1 Pages: 27-37

    • DOI

      10.5057/jjske.TJSKE-D-20-00019

    • NAID

      130007992127

    • ISSN
      1884-0833, 1884-5258
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An in vitro coculture system of human peripheral blood mononuclear cells with hepatocellular carcinoma-derived cells for predicting drug-induced liver injury.2021

    • Author(s)
      Shingo Oda, Yuka Uchida, Michael D. Aleo, Petra H. Koza-Taylor, Yusuke Matsui, Masanori Hizue, Lisa D. Marroquin, Jessica Whritenour, Eri Uchida, and Tsuyoshi Yokoi.
    • Journal Title

      Archives Toxicology

      Volume: in press Issue: 1 Pages: 149-168

    • DOI

      10.1007/s00204-020-02882-4

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multivariate Analysis for Molecular Species of Cholesteryl Ester in the Human Serum2020

    • Author(s)
      CHEN Yifan、HUI Shu-Ping、MIURA Yusuke、KATO Sota、SAKURAI Toshihiro、CHEN Zhen、OKADA Emiko、UKAWA Shigekazu、NAKAGAWA Takafumi、NAKAMURA Koshi、TAMAKOSHI Akiko、CHIBA Hitoshi、MINAMI Hiroyuki、MIZUTA Masahiro
    • Journal Title

      Analytical Sciences

      Volume: 36 Issue: 3 Pages: 373-378

    • DOI

      10.2116/analsci.19P321

    • NAID

      130007806956

    • ISSN
      0910-6340, 1348-2246
    • Year and Date
      2020-03-10
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] SURVIVAL BUMP HUNTING METHOD FOR SUBGROUP IDENTIFICATION2020

    • Author(s)
      万 可、谷岡 健資、南 弘征、下川 敏雄、水田 正弘
    • Journal Title

      Bulletin of the Computational Statistics of Japan

      Volume: 33 Issue: 1 Pages: 1-28

    • DOI

      10.20551/jscswabun.33.1_1

    • NAID

      130008074061

    • ISSN
      0914-8930, 2189-9789
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hybrid adaptive index model for binary response data2020

    • Author(s)
      Wan Ke、Tanioka Kensuke、Minami Hiroyuki、Mizuta Masahiro、Shimokawa Toshio
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: 4 Issue: 1 Pages: 299-315

    • DOI

      10.1007/s42081-020-00097-6

    • NAID

      210000166821

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Exposure to Radiofrequency Electromagnetic Field in the High-Frequency Band and Cognitive Function in Children and Adolescents: A Literature Review.2020

    • Author(s)
      Ishihara T, Yamazaki K, Araki A, Teraoka Y, Tamura N, Hikage T, Omiya M, Mizuta M, Kishi R.
    • Journal Title

      Int J Environ Res Public Health

      Volume: 17 Issue: 24 Pages: 9179-9179

    • DOI

      10.3390/ijerph17249179

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 電波へのばく露による児の精神神経発達への影響に関する最近の研究動向:文献調査2020

    • Author(s)
      山﨑圭子,荒木敦子,田村菜穂美,寺岡友里,日景隆, 水田正弘,大宮学,岸玲子
    • Journal Title

      北海道公衆衛生学雑誌

      Volume: 34 Pages: 14-21

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Functional Clustering Approach for Analysis of Concentration2020

    • Author(s)
      Yifan Chen、 Yuriko Komiya、 Hiroyuki Minami、Masahiro Mizuta
    • Journal Title

      Studies in Classification, Data Analysis, and Knowledge Organization, Springer

      Volume: 1 Pages: 187-198

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis of Unauthorized-Access Log Data and Its Interpretation2020

    • Author(s)
      Hiroyuki Minami
    • Journal Title

      Archives of Data Science, Series A,

      Volume: 6 Pages: 13-22

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] EXOSC9 depletion attenuates P-body formation, stress resistance, and tumorigenicity of cancer cells.2020

    • Author(s)
      Yoshino S, Matsui Y, Fukui Y, Seki M, Yamaguchi K, Kanamori A, Saitoh Y, Shimamura T, Suzuki Y, Furukawa Y, Kaneko S, Seiki M, Murakami Y, Inoue JI, Sakamoto T.
    • Journal Title

      Sci Rep

      Volume: 10 Issue: 1 Pages: 9275-9275

    • DOI

      10.1038/s41598-020-66455-2

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Coordinated demethylation of H3K9 and H3K27 is required for rapid inflammatory responses of endothelial cells2020

    • Author(s)
      Higashijima Y, Matsui Y, Shimamura T, Nakaki R, Nagai N, Tsutsumi S, Abe Y, Link VM, Osaka M, Yoshida M, Watanabe R, Tanaka T, Taguchi A, Miura M, Ruan X, Li G, Inoue T, Nangaku M, Kimura H, Furukawa T, Aburatani H, Wada Y, Ruan Y, Glass CK, Kanki Y
    • Journal Title

      The EMBO Journal

      Volume: 39 Issue: 7 Pages: 1-1

    • DOI

      10.15252/embj.2019103949

    • NAID

      120006902140

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 3D Transformation Matrix Calculation and Pixel Intensity Normalization for the Dual Focus Tracking System2019

    • Author(s)
      Kennth Sutherland, Toshiyuki Hamada*, Masayori Ishikawa*, Naoki Miyamoto, MasahiroMizuta, Hiroyuki Date, Hiroki Shirato ( * Correspondence)
    • Journal Title

      Journal of Medical and Biological Engineering (JMBE)

      Volume: 39 Issue: 6 Pages: 952-959

    • DOI

      10.1007/s40846-019-00474-x

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Pathogenic Epigenetic Consequences of Genetic Alterations in IDH-Wild-Type Diffuse Astrocytic Gliomas2019

    • Author(s)
      Ohka Fumiharu、Shinjo Keiko、Deguchi Shoichi、Matsui Yusuke et al.
    • Journal Title

      Cancer Research

      Volume: 79 Issue: 19 Pages: 4814-4827

    • DOI

      10.1158/0008-5472.can-19-1272

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Evaluation of Hotspot Cluster Detection using Spatial Scan Statistic based on Exact Counting2019

    • Author(s)
      Fumio Ishioka, Jun Kawahara, Masahiro Mizuta, Shin-ichi Minato, and Koji Kurihara
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: 2 Issue: 1 Pages: 241-262

    • DOI

      10.1007/s42081-018-0030-6

    • NAID

      210000185707

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Network of Networks Approach for Modeling Interconnected Brain Tissue-Specific Networks.2019

    • Author(s)
      Kawakubo H, Matsui Y, Kushima I, Ozaki N, Shimamura T.
    • Journal Title

      Bioinformatics

      Volume: - Issue: 17 Pages: 1-10

    • DOI

      10.1093/bioinformatics/btz032

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Tumor subclonal progression model for cancer hallmark acquisition2019

    • Author(s)
      Matsu Y, Miyano S, Shimamura T
    • Journal Title

      LNBI

      Volume: 10834 Pages: 115-123

    • DOI

      10.1007/978-3-030-14160-8_12

    • ISBN
      9783030141592, 9783030141608
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] GIMLET: Identifying biological modulators in context-specific gene regulation using local energy statistics2019

    • Author(s)
      Shimamura T, Matsui Y, Kajino T, Ito S, Takahashi T, Miyano S
    • Journal Title

      LNBI

      Volume: 10834 Pages: 124-137

    • DOI

      10.1007/978-3-030-14160-8_13

    • ISBN
      9783030141592, 9783030141608
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Determination of Serum 25-Hydroxyvitamin D<sub>3</sub> by LC/MS/MS and Its Monthly Variation in Sapporo Indoor Workers2018

    • Author(s)
      OKABE Hiroaki、SHIMIZU Chikara、YAMAMOTO Maiko、KIKUCHI Rei、MINAMI Akiko、CHEN Yi-Fan、IMAI Hideyuki、MIZUTA Masahiro、CHEN Zhen、CHIBA Hitoshi、HUI Shu-Ping
    • Journal Title

      Analytical Sciences

      Volume: 34 Issue: 9 Pages: 1043-1047

    • DOI

      10.2116/analsci.18P193

    • NAID

      130007474724

    • ISSN
      0910-6340, 1348-2246
    • Year and Date
      2018-09-10
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Early prediction of lenvatinib treatment efficacy by using18F-FDG PET/CT in patients with unresectable or advanced thyroid carcinoma that is refractory to radioiodine treatment: a protocol for a non-randomized single-arm multicenter observational study2018

    • Author(s)
      Takeuchi Satoshi、Shiga Tohru、Hirata Kenji、Taguchi Jun、Magota Keiichi、Ariga Shin、Gouda Tomohiro、Ohhara Yoshihito、Homma Rio、Shimizu Yasushi、Kinoshita Ichiro、Tsuji Yasushi、Homma Akihiro、Iijima Hiroaki、Tamaki Nagara、Dosaka-Akita Hirotoshi
    • Journal Title

      BMJ Open

      Volume: 8 Issue: 8 Pages: e021001-e021001

    • DOI

      10.1136/bmjopen-2017-021001

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A temporal shift of the evolutionary principle shaping intratumor heterogeneity in colorectal cancer2018

    • Author(s)
      Saito T, Niida A, Uchi R, Hirata H, Kodama M, Okimoto T, Murakami K, Suzuki Y, Ogawa S, Miyano S, Mimori K, et al.
    • Journal Title

      Nature Communications

      Volume: 9 Issue: 1 Pages: 2884-2884

    • DOI

      10.1038/s41467-018-05226-0

    • NAID

      120006551763

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 集約的シンボリックデータのカイ2乗統計量を用いた非類似度とその不動産情報デー タへの適用2018

    • Author(s)
      清水信夫, 中野純司, 山本由和
    • Journal Title

      統計数理

      Volume: 66(2) Pages: 279-294

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 多群比較のための固定NMFによる筋シナジー変動解析手法の提案2022

    • Author(s)
      宇野光平、松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 再現性を重視した筋シナジー解析アルゴリズムの提案2022

    • Author(s)
      松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 歩行動作時における動的な運動モジュール構造の検討2022

    • Author(s)
      嶋﨑航次、宇野光平、飯島弘貴、野嶌一平、松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 3次元深度カメラに基づく歩行データに対する ノイズロバストな解析方法の検討2022

    • Author(s)
      坂田響、宇野光平、飯島弘貴、松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 骨格筋特異的な分子ネットワークに基づく遺伝子モジュールの同定および各運動様式に対する分子応答の推定2022

    • Author(s)
      兒玉隼汰、飯島弘貴、宇野光平、松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 変形性関節症をドライブする 『老化× メカニカルストレス』分子制御の探求―メタアナリシスとシステム生物学による統合的アプローチ―2022

    • Author(s)
      飯島弘貴、松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 運動で骨格筋の脂肪を制御する ―高齢者骨格筋トランスクリプトームメタ解析による システム生物学アプローチ―2022

    • Author(s)
      飯島弘貴、松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 名義変数を含むカテゴリー変数間の相関2022

    • Author(s)
      清水信夫、中野純司、山本由和
    • Organizer
      2022年度統計関連学会連合大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Some Descriptive Statistics of Aggregated Symbolic Data2022

    • Author(s)
      Nakano, J., Yamamoto, Y. and Shimizu, N.
    • Organizer
      The 17th conference of the International Federation of Classification Societies
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A multiple correspondence analysis for aggregated symbolic data2022

    • Author(s)
      Nakano, J., Yamamoto, Y. and Shimizu, N.
    • Organizer
      The 24th International Conference on Computational Statistics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] An empirical study on nonlinear structure extraction with measures of dependence2022

    • Author(s)
      S.Ishimoto, H. Minami, M. Mizuta
    • Organizer
      The 24th International Conference on Computational Statistics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 複数の腫瘍に対する放射線療法に関する制約条件付き最適化問題2022

    • Author(s)
      水田正弘
    • Organizer
      2022年度統計関連学会連合大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 独立性指標に基づく非線形構造抽出法を用いた実データ解析について2022

    • Author(s)
      石本翔真、南 弘征、水田正弘
    • Organizer
      2022年度日本分類学会シンポジウム
    • Related Report
      2022 Annual Research Report
  • [Presentation] 子育て支援サイトにおけるメッセージのカテゴリ分類と子供の月齢推定に関する考察2022

    • Author(s)
      萩沢将大、一筆康平、南 弘征、水田正弘
    • Organizer
      日本計算機統計学会第36回シンポジウム
    • Related Report
      2022 Annual Research Report
  • [Presentation] 学童期における携帯電話等の電磁波曝露の実態調査―北海道スタディ2022

    • Author(s)
      山崎圭子,田村菜穂美、宮下ちひろ、池田敦子,福永久典,日景隆,水田正弘,大宮学,岸玲子
    • Organizer
      第92回日本衛生学会学術総会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 子どものスクリーンタイムおよび問題行動との関連:北海道スタディ2022

    • Author(s)
      田村菜穂美、山﨑圭子、宮下ちひろ、池田敦子、福永久典、日景隆、水田正弘、大宮学、岸玲子
    • Organizer
      第92回日本衛生学会学術総会
    • Related Report
      2021 Annual Research Report
  • [Presentation] AIMとSEMによる解釈性を重視した顧客行動意向の分析2021

    • Author(s)
      石本翔真, 我田健介,南弘征,水田正弘
    • Organizer
      日本計算機統計学会 第35回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Subgroup Identificationにおける条件設定と最適解について2021

    • Author(s)
      水田正弘
    • Organizer
      2021年度統計関連学会連合大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 周辺分布と2変数ごとの関連性に基づいたカテゴリー変数の同時確率の生成2021

    • Author(s)
      清水信夫, 中野純司, 山本由和
    • Organizer
      2021年度統計関連学会連合大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Visualizing characteristics of aggregated symbolic data2021

    • Author(s)
      Nakano, J., Yamamoto, Y. and Shimizu, N.
    • Organizer
      63rd ISI World Statistics Congress 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] DX時代における理学療法学 ~データ科学との融合へ向けて~2021

    • Author(s)
      松井佑介
    • Organizer
      第26回日本基礎理学療法学会学術大会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] 大規模プロテオゲノミクスにおける数理解析アプローチ ~cancer complexomeを例として~2021

    • Author(s)
      松井佑介
    • Organizer
      第72回日本電気泳動学会総会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] 簡易デバイスによる超大規模歩行骨格データに対する解析基盤の開発と応用2021

    • Author(s)
      杉山雄紀、宇野光平、松井佑介
    • Organizer
      第26回日本基礎理学療法学会学術大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] アルツハイマー病の潜在的病態進行度を推定するための機械学習アプローチの検討2021

    • Author(s)
      林勇作、宇野光平、松井佑介
    • Organizer
      第26回日本基礎理学療法学会学術大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] アルツハイマー病サブタイプにおけるデータ駆動型アプローチによる空間的バイオマーカー分布構造の検討2021

    • Author(s)
      山村柊平、宇野光平、松井佑介
    • Organizer
      第26回日本基礎理学療法学会学術大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 歩行分析のためのAI姿勢推定における異常誤差の検討と検出方法2021

    • Author(s)
      杉山雄紀、宇野光平、松井佑介
    • Organizer
      2021年度日本分類学会シンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 歩行時筋活動におけるウェーブレット解析と解釈のための次元縮小アプローチ2021

    • Author(s)
      池田陽夏、宇野光平、松井佑介
    • Organizer
      2021年度日本分類学会シンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 個々のゲノム情報を考慮した変異ペプチドに基づく異常タンパク質の同定方法とアルツハイマー病への応用2021

    • Author(s)
      都築凛華、宇野光平、松井佑介
    • Organizer
      2021年度日本分類学会シンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] Subgroup identificationのための全列挙について2020

    • Author(s)
      水田正弘
    • Organizer
      2020年度統計関連学会連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 集約的シンボリックデータの対応分析を利用した表現2020

    • Author(s)
      清水信夫, 中野純司, 山本由和
    • Organizer
      2020年度統計関連学会連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Optimal Fraction for Multiple Targets2020

    • Author(s)
      水田正弘,伊達広行、小橋啓司、Ken Sutherland、白土博樹
    • Organizer
      日本放射線腫瘍学会第33回学術大会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] A Fast Algorithm for Combinatorial Hotspot Mining Based on Spatial Scan Statistic2019

    • Author(s)
      Shin-ichi Minato,Jun Kawahara, Fumio Ishioka,Masahiro Mizuta, Koji Kurihara
    • Organizer
      SIAM International Conference on Data Mining (SDM19)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of effects on Radiotherapy2019

    • Author(s)
      Masahiro Mizuta
    • Organizer
      Data Science, Statistics & Visualisation (DSSV2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of heterogeneity in exploratory meta-analysis2019

    • Author(s)
      Masahiro Mizuta
    • Organizer
      16th Conference of the International Federation of Classification Societies
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation on Human Body Blockage Characteristics at 5G Frequency bands for Epidemiologic Research on RF Exposure and Adolescent Health2019

    • Author(s)
      Ryusuke Ozaki, Takashi Hikage, Manabu Omiya, Masahiko Mizuta, Keiko Yamazaki, Atsuko Araki, Yuri Teraoka and Reiko Kishi
    • Organizer
      The Philippines-Japan Workshop on Wireless, Radio and Antenna Technologies (PJWWRAT)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Toward Achieving Precision Health Driven by Biomedical Informatics with Data Science2019

    • Author(s)
      Yusuke Matsui,
    • Organizer
      Data Science, Statistics and Visualization 2019 (DSSV2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Principal CurvesにおけるMICの活用について2019

    • Author(s)
      水田正弘
    • Organizer
      2019年度 統計関連学会連合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 電波への曝露による学童期の行動及び認知機能への影響に関する最近の研究動向:文献調査2019

    • Author(s)
      山﨑圭子、荒木敦子、寺岡友里、日景隆、水田正弘、大宮学、岸玲子
    • Organizer
      第90回日本衛生学会学術総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 電波および携帯電話への胎児期曝露による児の健康影響に関する最近の研究動向:文献調査2019

    • Author(s)
      荒木敦子、山﨑圭子、寺岡友里、日景隆、水田正弘、大宮学、岸玲子
    • Organizer
      第90回日本衛生学会学術総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 確率生成モデルを用いたRNA-seqデータの解析. 企画セッション「統計モデリングと機械学習で紐解く生命システムのダイナミクス」2019

    • Author(s)
      松井佑介
    • Organizer
      2019年度 統計関連学会連合大会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 集約的シンボリックデータにおける変数間の相関の指標2019

    • Author(s)
      清水信夫, 中野純司, 山本由和
    • Organizer
      2019年度 統計関連学会連合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Meta-Analysis and Symbolic Data Analysis2019

    • Author(s)
      Masahiro Mizuta
    • Organizer
      European Conference on Data Analysis
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Analyses of serum fatty acids and vitamin D with dimension reduction methods2019

    • Author(s)
      Yifan Chen, Rojeet Shrestha, Zhen Chen, Hitoshi Chiba, Shu-Ping Hui, Emiko Okada, Shigekazu Ukawa, Takafumi Nakagawa, Koshi Nakamura, Akiko Tamakoshi, Yuriko Komiya, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      European Conference on Data Analysis
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Big Data and Post Big Data2018

    • Author(s)
      Masahiro Mizuta
    • Organizer
      Big Data Conferencia Latinoamericana
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Statistical and Mathematical Models for Radiotherapy2018

    • Author(s)
      Masahiro Mizuta
    • Organizer
      7th German-Japanese Symposium at TU Dortmund University
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] シンボリックデータ解析と探索的メタアナリシスについて2018

    • Author(s)
      水田正弘
    • Organizer
      2018年度統計関連学会連合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Exploratory Meta-Analysis with SDA2018

    • Author(s)
      Masahiro Mizuta
    • Organizer
      Symbolic Data Analysis Workshop (SDA 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 集約的シンボリックデータの変数選択2018

    • Author(s)
      清水信夫, 中野純司, 山本由和
    • Organizer
      2018年度統計関連学会連合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Dissimilarity between aggregated symbolic data using chi-squared statistics2018

    • Author(s)
      Shimizu, N., Nakano, J. and Yamamoto, Y.
    • Organizer
      Symbolic Data Analysis Workshop (SDA 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Book] 遺伝統計学と疾患ゲノムデータ解析 : 病態解明から個別化医療, ゲノム創薬まで phyC- がん進化を推定・分類するためのデータ駆動型数理アプローチ2018

    • Author(s)
      松井佑介・島村徹平
    • Publisher
      メディカルドゥ
    • ISBN
      4944157630
    • Related Report
      2018 Annual Research Report

URL: 

Published: 2018-04-23   Modified: 2024-01-30  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi