IZUMI, Shizue

J-GLOBAL         Last updated: May 5, 2019 at 16:51
 
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Name
IZUMI, Shizue
E-mail
shizue-izumibiwako.shiga-u.ac.jp
URL
https://www.ds.shiga-u.ac.jp/en/
Affiliation
Shiga University
Section
Faculty of Data Science / Center for Data Science Education and Research
Job title
Professor
Degree
Doctor of Philosophy in Medical Sciences(Hiroshima University), Master of Science(University of Washington, U.S.A.)

Research Areas

 
 

Academic & Professional Experience

 
Apr 2018
 - 
Today
Visiting Researcher, Graduate School of Medicine, Kyoto University
 
Apr 2017
 - 
Today
Counsillor, Education and Research Committee, Shiga University
 
Apr 2017
 - 
Today
Professor, Faculty of Data Science, Shiga University
 
Apr 2017
 - 
Today
Professor, Center for Data Science Education and Research, Shiga University
 
Apr 2016
 - 
Mar 2017
Professor, Center for Data Science Education and Research, Shiga University
 
Apr 2016
 - 
Mar 2017
Teaching Associate, Department of Computer Science and Intelligent Systems,, Oita University
 
Apr 2015
 - 
Mar 2016
Teaching Associate, Section of Biometrics, Hiroshima University, Research Institute for Radiation Biology and Medicine
 
Jan 2005
 - 
Mar 2016
Associate Professor, Department of Computer Science and Intelligent Systems,, Oita University
 
Jun 2015
 - 
Today
Lecturer, Statistics II,, Japan Massive Open Online Courses
 
Aug 2015
 - 
Sep 2015
Teaching Associate, Graduate School of Medical and Dental Sciences,, Kagoshima University,
 

Education

 
 
 - 
Sep 2000
Department of Biostatistics, Graduate School of Medicine, Hiroshima University
 
 
 - 
2000
Department of Environmetrics and Biometrics, Graduate School, Division of Medical Science, Hiroshima University
 
 
 - 
Aug 1994
Department of Biostatistics, School of Public Health and Community Medicine,, University of Washington (U.S.A.),
 
 
 - 
1994
Department of Biostatistics, Graduate School, Division of Medical Science, University of Washington
 
 
 - 
Mar 1987
Department of Mathmatics, Faculty of Science,, Hiroshima University,
 

Committee Memberships

 
2009
   
 
- Director, Biometric Society of Japan
 
2008
   
 
- Consultant, Radiation Effects Research Foundation
 
2005
 - 
2007
Advisor, Radiation Effects Research Foundation
 
2006
   
 
Japan Statistical Society  Member, Statistical Education Committee
 
2006
   
 
- Couselor, Oita Prefectual Traffic Safety Association
 
2006
   
 
- Visiting Researcher, Oita University of Nursing and Health Sciences
 
2004
   
 
Biometric Society of Japan  Counselor, Director
 
2004
   
 
- Visiting Researcher, National Institute of Radiological Sciences
 
2003
   
 
- Counselor, Biometric Society of Japan
 

Awards & Honors

 
2018
Statistics activities Award, Statistical Information Institute for Consulting and Analysis, Japan
Winner: Faculty of Data Science, Shiga University
 
2017
Best Paper Award, 2017 Big Data, Cloud Computing, and Data Science Engineering (BCD 2017)
 

Published Papers

 
Predicting the outcome probability of the soccer match based on the estimation of time-varying team performance
Obata T., Izumi S.
Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2018 (APIEMS 2018)   Session 35(Data Mining II) 1-5   2018   [Refereed]
Serum bioavailable estradiol may alter radiation risk of postmenopausal breast cancer: a nested case-control study
Grant, E., Cologne, J.B., Sharp, G.B., Eguchi, H., Stevens, R.G., Izumi, S., Kim, Y.M., Berrington de Gonzálezh, A., Ohishii, W., Nakachi, K.
International Journal of Radiation Biology   94(2) 97-105   2018   [Refereed]
Different longitudinal changes of concepts of peace in Hiroshima and Nagasaki Peace Declarations - aspects based on keyword's frequency
Tonda, T., Satoh, K., Izumi, S.
Journal of the Hiroshima Medical Association   71(4) 302-305   2018   [Refereed]
Estimating and visualizing the time-varying effects of a binary covariate on longitudinal big text data
Izumi, S., Tonda, T., Kawano, N., Satoh, K.
The International Journal of Networked and Distributed Computing   5(4) 243-253   2017   [Refereed][Invited]
Shiga University Model of Data Science Education
Takemura, A., Izumi, S., Saito, K., Himeno, T., Matsui, H., Date, H.
Proceedings of Institute of Statistical Mathematics   66(1) 63-78   2018   [Refereed]
Statistical Inquiry Process and Assessment
Fukazawa, H., Sakurai, N., Izumi, S.
Proceedings of Institute of Statistical Mathematics   66(1) 15-36   2018   [Refereed]
Visualize the longitudinal big text data with a binary covariate: an approach based on keyword's frequency
Izumi S., Tonda T., Kawano N., Satoh K.
Proceedings of IEEE/ACIT/CSII 2017 International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2017)   284-289   2017   [Refereed]
A global goodness-of-fit test for linear structural mean models
Taguri M, Izumi S.
Behaviormetrika   44(1) 253-263   2017   [Refereed][Invited]
Longitudinal changes of concepts of peace in Hiroshima based on keyword's frequency in Hiroshima Peace Declaration
Tonda, T., Satoh, K., Izumi, S.
Nagasaki Medical Journal   91(特集号) 176-179   2017   [Refereed]
Satoh K, Tonda T, and Izumi S.
American Journal of Mathematical and Management Sciences   35(4) 353-360   2016   [Refereed]
Izumi, S., Satoh, K., Kawano, N.
Journal of the Japanese Society of Computational Statistics   28(1) 81-92   2015   [Refereed]
Izumi S, Sakata R, Yamada M, and Cologne J.
Journal of Clinical Epidemiology   71 43-50   2016   [Refereed]
Epidemiologic studies with location information and their statistical methods
Takahashi, K., Izumi, S., Takeuchi, A.
Proceedings of Institute of Statistical Mathematics   62(1) 3-24   2014   [Refereed]
Noma, H., Tanaka, S., Tanaka, S., Izumi, S.
Japanese Journal of Biometrics   33(2) 101-124   2013   [Refereed]
Izumi, S., Fujii, Y., Tanaka, S.
Japanese Journal of Biometrics   32(2) 97-118   2012   [Refereed]
Associations of ionizing radiation and breast cancer-related serum hormone and growth factor levels in cancer-free female A-bomb survivors
Radiation Research   134(1) 94-101   2011   [Refereed]
Relationship of age to behavioral characteristics among adult pedestrians at the crosswalk
Izumi, S., Ohshima, M., Obata, T., Yajima, J., Hara T., Nishimura, Y.
Japanese Journal of Traffic Psychology   26(1) 15-26   2010   [Refereed]
Izumi, S. and Fujii, Y.
Japanese Journal of Biometrics   31(1) 1-11   2010   [Refereed]
Analyses of molecular characteristics of colorectal cancer among atomic-bomb survivors
Radiation Effects Research Foundation Research Protocol   5(10) 1-51   2010   [Refereed]
Methods for assessing joint effects of radiation and intermediate risk factors in nested case control studies
Radiation Effects Research Foundation Research Protocol   A5(10) 1-55   2010   [Refereed]
Proposal of surveillance system for pedestrian accidents
Izumi, S., Etoh, M.
Proceedings of the ITS symposium 2009   CD-ROM 91-96   2009   [Refereed]
A comprehensive model of motorcyclists’ awareness of safety riding and human error - An analysis of traffic accident data in Oita prefecture, Japan -
Izumi, S., Hara, T., Obata, T., Etoh, M.
Proceedings of the ITS symposium 2009   CD-ROM 139-144   2009   [Refereed]
Effects of generation on the risk of traffic accidents in the adult Japanese pedestrians and bicyclists: 25 years of follow-up
The 4th Japanese-Nordic Symposium of Traffic Psychology Proceedings   112-115   2009   [Refereed]
Power calculation for likelihood ratio tests in the simple nested case-control sample analysis.
2008 Proceedings of International Association for Statistical Computing [CD-ROM].      2008
Assessing gene-environment interaction in case-only analysis.
2008 Proceedings of International Association for Statistical Computing [CD-ROM].      2008
The offspring of A-Bomb survivors: cancer and non-cancer mortality and cancer incidence.
Proceedings of the First International Symposium of Nagasaki University Global COE Program for Radiation Health Risk Control.      2008
Fujii, Y., Cologne, J., Izumi, S.
Japanese Journal of Biometrics   28(1) 47-58   2007   [Refereed]
A comprehensive model of driver's awareness of safety driving and human error - An analysis of traffic accident data in Oita prefecture, Japan -
Hara, T., Izumi, S., Obata, T.
Proceedings of the ITS symposium 2007   CD-ROM 83-88   2007   [Refereed]
Molecular features of colorectal cancer developing among atomic bomb survivors with emphasis on microsatellite instability - An interim report - .
Radiation Effects Research Foundation Update   18 19-32   2007
New method for assessing gene-environment interaction in case-only studies.
2006 Proceedings of the American Statistical Association, Biometrics Section [CD-ROM]   241-244   2006
Sex hormones and growth factors in post-menopausal atomic bomb survivors: Fundamental analyses in controls from a case-control study of breast cancer.
Journal of the Nagasaki Medical School   81(233) 239   2006
Estimating the power of a case-control study conducted within a cohort.
Bulletin of Informatics and Cybernetics   37 19-29   2005
Estimating the power of a case-control study conducted within a cohort.
Bulletin of Informatics and Cybernetics   37 19-29   2005
Kodaira M., Izumi S., Takahashi N., Nakamura N.
Radiation Research   162(4) 350-356   2004   [Refereed]
Suzuki G., Izumi S., Hakoda M., Takahashi N.
Atherosclerosis   176(1) 91-94   2004   [Refereed]
Current status of epidemiologic research on the genetic effects of atomic bomb radiation.
Radiation Biology Research   39(2) 123-129   2004
Izumi S., Ohtaki M.
Environmetrics   15(3) 209-218   2004   [Refereed]
Izumi S., Koyama K., Soda M., Suyama A.
British Journal of Cancer   89(9) 1709-1713   2003   [Refereed]
Izumi S., Suyama A., Koyama K.
International Journal of Cancer   107(2) 292-297   2003   [Refereed]
Cologne J., Izumi S., Shimizu Y., Preston D.
Japanese Journal of Biometrics   23(2) 49-66   2002   [Refereed]
Life Shortening among atomic-bomb survivors.
Journal of Hiroshima Medical Association   54(6) 529-534   2001
Yoko Hiraki, Shizue Izumi
Journal of the Japanese Society of Child Neurology   33(5) 400-408   2001   [Refereed]
Inference about misclassification probabilities from repeated binary responses.
Fujisawa H., Izumi S.
Biometrics   56(3) 706-711   2000   [Refereed]
Application development for survival time data analysis considering individual frailty in treatment effects.
Advances in Cancer Treatment   19 17-24   2000
Journal of Clinical Epidemiology   52(12) 1165-1172   1999
Blood group frequencies in atomic-bomb survivors and their children.
Radiation Effects Research Foundation CR   98(1) 1-14   1998
Radiation Research   137(S2) 17-67   1994   [Refereed]
A longitudinal study of growth and development of stature among prenatally exposed atomic bomb survivors.
Radiation Research   134(1) 94-101   1993

Misc

 
Lecture Design of Data Driven Learning for High School students: Search for Evidence in Disaster Prevention
Matsumiya, T., Izumi, S., Hatayama, M.
Proceedings of The 16th Japan Conference on Teaching Statistics (JCOTS2019)   47-52   2019
Community-Based Practices in Data Science: expansion of SDGs
IZUMI, S., Hatayam, M., Matsumiya, T.
Proceedings of The 16th Japan Conference on Teaching Statistics (JCOTS2019)   21-26   2019
The frequency of “America” in America (continued)
Izumi S.
Statistics   69(12) 69-73   2018   [Invited]
Visualization of time dependent team performance in Japan Soccer League
Izumi, S., Obata, T.
Operations Research   63(10) 628-634   2018   [Invited]

Books etc

 
Data Science Series: Introduction of Data Science
(Izumi S., Ichikawa O., Umedu T., Kitahiro K., Saito K., Sato T., Shirai T., Takata S., Takemura A., Tanaka T., Himeno T., Matsui H.
Mar 2019   
Official Study Note: Data Science (I) for Undergraduate Students
(Ed.) Faculty of Data Science, Shiga University
Japan Statistical Association   Jun 2018   
Official Study Note: Statistics (II) for Statistical Inference
Takemura, A., Shina, Y., Izumi, S., Matsuda, Y., Sato, T. (Part:Contributor)
Japan Statistical Association   Sep 2015   
FY2008 research report funded by Oita prefectural traffic safety association
Oita Prefecture Traffic Safety Problem study group (Oita University)   2009   
FY2007 research report funded by Oita prefectural traffic safety association
Oita University traffic accident study group   2008   

Conference Activities & Talks

 
Statistical data analysis methods and cases utilizing spatiotemporal information: Introduction to data science [Invited]
Izumi, S.
Comprehensive disaster prevention seminar, Kyoto University Disaster Prevention Center   Mar 2019   
Overview of an educational model of elementary statistics for the data science program of Shiga University [Invited]
Izumi, S., Hatayama, M.
Tenth International Conference on Teaching Statistics (ICOTS10)   Jul 2018   
Education of data science in Japan - Shiga university model - [Invited]
Takata, S., Izumi, S., Takemura A.
Tenth International Conference on Teaching Statistics (ICOTS10)   Jul 2018   
Data Science (I) for Undergraduate students, Week 2: Basis of Data analysis
Izumi, S.
Japanese MOOC: gacco   Jun 2018   
Part 1: Introduction of Data Science, Revolution of Data Science
Izumi, S.
Special Program, The Open University of Japan   May 2018   

Research Grants & Projects

 
Development of Statistical Data Analytical Methods for the Prevention of Traffic Accidents
Cooperative Research
Improvement of Research Methods for Producing the Scientific Evidence in Biostatistics
SCF Comprehensive Joint Research (General Research)
Development of Statistical Methods based on Causal Inferences in Molecular Epidemiology
SCF Comprehensive Joint Research (General Research)
Statistical Assessment of Matching Method and Counter-matching Method for the Selection of Controls in Epidemiologic Research
SCF Comprehensive Joint Research (General Research)
Development of Cancer Mechanistic Mathematical Modeling
SCF Comprehensive Joint Research (General Research)