Rchr

J-GLOBAL ID：200901086649332142 Update date: Nov. 07, 2024

Izumi Shizue

イズミシズエ | Izumi Shizue

Affiliation and department：
Job title： Professor
Homepage URL (2)： http://www.ds.shiga-u.ac.jp/ , https://www.ds.shiga-u.ac.jp/en/

Research field (1)： Statistical science

Research keywords (4)： Biostatistics , Epidemiology , Research Design , Statitical Education

Research theme for competitive and other funds (57)：

2022 - 2025 Childhood Cancer Statistical consultation for Survivor Study (CCSS) and St. Jude Lifetime Cohort Study (SJLIFE)
2022 - 2025 Research on utilization of spatio-temporal big data in medical care
2017 - 2025 Research meeting on statistical education methods and their basic research
2019 - 2024 Comparative study of nuclear damage between regions in the world: From the perspectives of "life," "heart," and "living."
2021 - 2023 Research on the utilization of spatiotemporal mesh data in medical care

2017 - 2023 Development and application of text analysis methods based on statistical models in medical big data

2020 - 2021 Recurrent education program on teaching profession for employment ice age generation

2019 - 2021 Prediction of winning / losing probability based on estimation of team performance transition in soccer league

2017 - 2021 Research on curriculum and teaching materials for training data scientists

2021 - Feature extraction and problem-finding method development of regional disaster prevention plans for municipalities nationwide using natural language processing technology

2017 - 2020 Research on curriculum and teaching materials for first-year university education by mixing problem-based learning and MOOC

2019 - Research on an education improvement system that incorporates the perspective of teacher training through learning analytics

2019 - Analysis and visualization of measurement data of walking ability in the living environment of the elderly

2019 - Analysis of river topography data and its application for prevention of heavy rain disaster

2017 - 2018 Developing a Practical Curriculum for Data Science Education - Incorporating High School Connections and Online Education

2016 - 2018 Utilization of big data in risk communication

2018 - Development of communication data utilization system in the event of a radiation disaster

2016 - 2017 Risk Communication for Reconstruction Read from the Peace Declaration in Hiroshima and Nagasaki

2015 - 2016 Development of research design and statistical analysis methods in environmental epidemiology

2014 - 2016 Role of statistical theory education in training data scientists

2013 - 2016 Application of case cohort design to cohorts with missing data and development of analysis methods

2016 - Research meeting on statistical education methods and basic research

2016 - Text mining that considers changes over time based on a regression model

2016 - Development of a practical curriculum for data science education - From the perspective of connecting high schools and universities and incorporating online education -

2016 - Study of biostatistical methods for causal inference in life course epidemiology

2014 - 2015 Study of carcinogenic actuarial mechanism model for cancer induced by exposure to multiple radioelements

2014 - 2015 Development of a method for evaluating educational effects that fosters problem-solving skills in new statistical education for the big data era

2012 - 2014 Social medical research on late effects due to radiation exposure at an early age

2014 - Risk assessment of cancer induced by multiple exposures to low-dose radiation: Construction of a model of actuarial carcinogenesis and estimation of excess relative risk based on the model

2014 - Development of statistical analysis methods in environmental science and verification with actual data

2012 - 2013 Study of carcinogenic actuarial mechanism model for cancer induced by young radiation exposure

2012 - 2013 Development of entrance examination questions and assessments corresponding to the new course of study

2012 - 2013 Development of statistical methods in epidemiological research and application to actual data

2013 - Relationship between changes in youth values and traffic accidents

2012 - Depiction of radiation cancer risk at low doses and low dose rates by systematic review of cell dynamics and analysis of experimental data

2010 - 2011 Study of statistical methods for spatial and temporal integration of events

2009 - 2011 Study on the power of likelihood ratio test in intracohort case control data analysis

2011 - Research on new mechanical models based on quantitative data of epidemiology and organisms

2009 - 2010 Research on the formulation of entrance examination questions in statistics - Based on foreign cases -

2006 - 2009 Statistical data analysis for traffic accident prevention

2009 - International comparison of statistical education at universities and graduate schools for new developments in statistical education

2009 - Research on inference methods for large amounts of data

2007 - 2008 Improvement of methods for causal inference in biostatistics

2007 - 2008 Development of statistical methods based on causal inference in molecular epidemiological research

2006 - 2008 Development and research of statistical basic technology for the realization of tailor-made medical care

2008 - Development of a model curriculum for statistical education in universities

2005 - 2006 Research on the development and evaluation of high-dimensional data analysis methods

2006 - Effective use of cohort information

2004 - 2005 Molecular epidemiological characteristics of lung and colon cancer development in A-bomb survivors

2005 - Improving research methods for the generation of scientific evidence in biostatistics

2003 - 2004 Research on individual differences in cancer-related gene expression and host / environmental factors

2002 - 2004 Construction of mathematical carcinogenic models based on molecular biological knowledge and application to data analysis

2004 - Molecular epidemiology of smoking and cancer and heart disease based on long-term follow-up of the human population

2002 - 2003 Statistical evaluation of matching and other methods for control group selection in epidemiological studies

2001 - 2003 Variable selection method for multivariate data and software development

2001 - 2002 Research on statistical theory of carcinogenesis mathematical models and application to radiation epidemiological data analysis

1999 - Development of multivariate survival time data analysis method considering individual variation in therapeutic effect

Show all

Papers (40)：

Sedigheh Mirzaei, José Miguel Martínez, Shizue Izumi, Motomi Mori, Gregory T. Armstrong, Yutaka Yasui. Statistical analysis of self-reported health conditions in cohort studies: handling of missing onset age. Journal of Clinical Epidemiology. 2024. 173. 111458-111458
Vladisaya Bilyanova Vasileva, Shizue Izumi, Noriyuki Kawano. Addressing the atomic bomb damage: Associations between ‘state compensation’ demands and aspects of survivors' suffering. Global Policy. 2023. 14. 3. 500-515
Tsuneshi Obata, Shizue Izumi. Analysis and visualization of team performances of football games. Japanese Journal of Statistics and Data Science. 2022. 5. 2. 885-898
Kawai, A, Taniguchi, S, Li, HL, Izumi, S. A physical strength measurement and analysis system for elderly people using motion sensors. Proceedings of the 10th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON2019). 2019. 10-12 October. New York. 749-755
Obata T, Izumi S. Predicting the outcome probability of the soccer match based on the estimation of time-varying team performance. Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2018 (APIEMS 2018). 2018. Session 35. Data Mining II. 1-5

ｍore...

MISC (51)：

Izumi, S, Tanaka, T. Data scientist education to improve storytelling skills - Efforts in PBL exercises for first-year university students -. 2024. 16. 25-30
Neel S. Bhatt, Paul Nathan, Claire Snyder, Greg Armstrong, Shizue Izumi, I-Chan Huang, Anne Kirchhoff, K. Robin Yabroff. Determining the Relationship Between Financial Hardship and Health Behaviors, Healthcare Utilization, Symptoms and QOL, and Preventive and Screening Practices Among Adult Survivors of Childhood Cancer: A Report from the Childhood Cancer Survivor Study (CCSS). The Childhood Cancer Survivor Study (CCSS) Approved Concept Proposals. 2023. 23-11. 1-24
S. Izumi, A-H. Sato. Fostering design skills using medical mesh statistics. Proceedings of The 20th Japan Conference on Teaching Statistics (JCOTS2023). 2023. 15. 94-99
Izumi, S. Data-driven DS education -Collaborative Activities of Industry, Academia, and Government-. Shiga University FD (Faculty Development) information magazine "su-L". 2023. 21. 8-9
Aron Onerup, Stephanie Dixon, Greg Armstrong, Rebecca Howell, Matt Ehrhard, Yutaka Yasui, Shizue Izumi, Lucie Turcotte, Kumar Srivastava, Tara Brinkman, et al. Associations Between Physical Activity, a Healthy Lifestyle Score, and Subsequent Morbidity in Childhood Cancer Survivors: a report from the Childhood Cancer Survivor Study. The Childhood Cancer Survivor Study (CCSS) Approved Concept Proposals. 2023. 23-04. 1-14

ｍore...

Books (14)：

Learn all the basics of data science in this one book
NIPPON JITSUGYO PUBLISHING 2024 ISBN:4534061218
Data science major: Data science application basics
Gakujutsu Tosho Shuppan-sha Co., LTD 2024 ISBN:9784780607154
Data Science for Beginners
Gakujutsu Tosho Shuppan-sha Co., LTD 2023
How to walk in data science
Gakujutsu Tosho Shuppan-sha Co., LTD 2022
Revised Official Study Note: Data Science (I) for Undergraduate Students
Japan Statistical Association 2021

ｍore...

Lectures and oral presentations (21)：

Measures and awareness to prevent child abuse
(Otsu City Data Analysis Report Meeting 2023 2023)
New measures to ensure child safety
(Otsu City Data Analysis Report Meeting 2023 2023)
From the basics of data analysis to the utilization of AI --Further promotion of EBPM -
(Otsu City Data analysis basic training FY2023 2023)
Faculty of Data Science: Recent Situation and Development into a New Era
(The 42nd Annual Meeting of the Japanese Classification Society 2023)
Utilization of medical mesh statistics in the "Biostatistics for university students" educational program
(2022 Institute of Statistical Mathematics Joint Research Meeting "Database creation, integration and advanced use of maps, meshes, and location information data" 2023)

ｍore...

Education (3)：

- 2000 Hiroshima University Graduate School of Medicine PhD of Medical Science, Department of Biostatistics
- 1994 University of Washington (U.S.A.), School of Public Health and Community Medicine, Master of Science, Department of Biostatistics
- 1987 Hiroshima University, Faculty of Science, Bachelor of Science, Department of Mathmatics

Professional career (3)：

Doctor of Philosophy in Medical Sciences (Hiroshima University, Japan)
Master of Science (University of Washington, U.S.A.)
Bachelor of Science (Hiroshima University, Japan)

Work history (10)：

2023/04 - 現在 SAKATA INX CORPORATION Data Science Advisor
2018/08 - 現在 Otsu City, Shiga Prefecture (Japan) Policy Coordination Department Data analysis advisor
2017/04 - 現在 Shiga University (National university, Japan), Faculty of Data Science, Department of Data Science Professor
2020/03 - 2023/03 SAKATA INX CORPORATION External Director (Independent Officer)
2015/12 - 2016/03 Shiga University (National university, Japan), Data Science Education and Research Promotion Office, Special Invited Professor

Show all

Committee career (13)：

2007/01 - 現在 The Japan Statistical Society, Statistical Board of Education, Member,
2022/04 - 2024/03 Shiga University (National university, Japan), Education and Research Council, Council Member,
2019/09 - 2020/03 Cabinet Office, Regional Revitalization Promotion Office, "Regional Revitalization Policy Idea Contest 2019" Local Evaluator
2017/04 - 2020/03 Shiga University (National university, Japan), Education and Research Council, Council Member,
2005/01 - 2020/03 Radiation Effects Research Foundation, Expert advisor,

Show all

Awards (14)：

2023/07 - Japan Scoiety for the Promotion of Science FY 2022 Appreciation:Term Complete Research Fellow Examination Committee Expert Committee Member, Excellent Researcher Candidate Selection Committee Document Reviewer, International Business Committee Document Reviewer/Document Evaluation Member
2022/10 - Shiga University FY2021 Award for Excellence in Teaching Practice: Theme 2: “Challenging and Advanced Lesson Reforms -Challenges for New Class Formats in the Covid-19 Pandemic-”, Data-driven data science education - Industry-Academia-Government Collaborative Activities -,
2022/04 - Odyssey Communications, Inc. 2021 Odyssey Award, Statistics and Data Science Award
2021/10 - Statistics Bureau, Ministry of Internal Affairs and Communications The 6th Special Award for Statistical Data Utilization in Local Public Organizations Data analysis work for promoting Otsu City EBPM (analysis for promoting migration and settlement)
2021/10 - Ouchi Award Committee Secretariat FY2021 Ouchi Award

Show all

Association Membership(s) (3)：

International Biometric Society , Japan Statistical Society , Biometric Society of Japan

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page