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Precision Medicine, Individualized Treatment Rules, Machine Learning, Longitudinal Data Analysis
United States

Activities

Employment (2)

St Jude Children's Research Hospital: Memphis, TN, US

2021-08-02 to present | Assistant Member (Biostatistics)
Employment
Source: Self-asserted source
Yiwang Zhou

University of Michigan: Ann Arbor, MI, US

2015-09-01 to 2021-07-15 | Graduate Student Research Assistant (Biostatistics)
Employment
Source: Self-asserted source
Yiwang Zhou

Education and qualifications (4)

University of Michigan: Ann Arbor, MI, US

2017-09-01 to 2021-07-15 | Ph.D. (Biostatistics)
Education
Source: Self-asserted source
Yiwang Zhou

University of Michigan: Ann Arbor, MI, US

2015-09-01 to 2017-04-30 | M.S. (Biostatistics)
Education
Source: Self-asserted source
Yiwang Zhou

University of Toronto: ON, ON, CA

2012-09-01 to 2015-05-31 | M.S. (Molecular Genetics)
Education
Source: Self-asserted source
Yiwang Zhou

Peking University: Beijing, Beijing, CN

2008-09-01 to 2012-06-30 | B.S. (Life Sciences)
Education
Source: Self-asserted source
Yiwang Zhou

Works (18)

Synergistic self-learning approach to establishing individualized treatment rules from multiple benefit outcomes in a calcium supplementation trial

Journal of the Royal Statistical Society Series C: Applied Statistics
2025-02-14 | Journal article
Contributors: Yiwang Zhou; Peter X K Song
Source: check_circle
Crossref

Analyzing Geospatial and Socioeconomic Disparities in Breast Cancer Screening Among Populations in the United States: Machine Learning Approach

JMIR Cancer
2025-01-16 | Journal article
Contributors: Soheil Hashtarkhani; Yiwang Zhou; Fekede Asefa Kumsa; Shelley White-Means; David L Schwartz; Arash Shaban-Nejad
Source: check_circle
Crossref

Estimation of Personal Symptom Networks Using the Ising Model for Adult Survivors of Childhood Cancer: A Simulation Study with Real-World Data Application

Clinical Epidemiology
2024-07 | Journal article
Contributors: Yiwang Zhou; Madeline Horan; Samira Deshpande; Kirsten Ness; Melissa Hudson; I-Chan Huang; Deokumar Srivastava
Source: check_circle
Crossref

Disease site number was not prognostic in a low-risk Hodgkin lymphoma combined modality trial: revisiting PHC HOD90

Blood Advances
2023-11-14 | Journal article
Contributors: Angela M. Feraco; Yiwang Zhou; Ying Zheng; Lianna J. Marks; Alison Friedmann; Howard J. Weinstein; Michael P. Link; Jamie E. Flerlage
Source: check_circle
Crossref

Longitudinal self‐learning of individualized treatment rules in a nutrient supplementation trial with missing data

Statistics in Medicine
2023-07-30 | Journal article
Contributors: Yiwang Zhou; Peter X. K. Song
Source: check_circle
Crossref

An epidemiological forecast model and software assessing interventions on the COVID-19 epidemic in China

Journal of Data Science
2021 | Journal article
Contributors: Lili Wang; Yiwang Zhou; Jie He; Bin Zhu; Fei Wang; Lu Tang; Michael Kleinsasser; Daniel Barker; Marisa C. Eisenberg; Peter X.K. Song
Source: check_circle
Web of Science Researcher Profile Sync

A Review of Multi-Compartment Infectious Disease Models

International Statistical Review
2020 | Journal article
EID:

2-s2.0-85088822890

Part of ISSN: 17515823 03067734
Contributors: Tang, L.; Zhou, Y.; Wang, L.; Purkayastha, S.; Zhang, L.; He, J.; Wang, F.; Song, P.X.K.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

An epidemiological forecast model and software assessing interventions on COVID-19 epidemic in China

medRxiv
2020 | Other
EID:

2-s2.0-85098613758

Contributors: Wang, L.; Zhou, Y.; He, J.; Zhu, B.; Wang, F.; Tang, L.; Eisenberg, M.; Song, P.X.K.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

PLoS ONE
2020 | Journal article
EID:

2-s2.0-85090172926

Part of ISSN: 19326203
Contributors: Marino, S.; Zhao, Y.; Zhou, N.; Zhou, Y.; Toga, A.W.; Zhao, L.; Jian, Y.; Yang, Y.; Chen, Y.; Wu, Q. et al.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

Deep historical borrowing framework to prospectively and simultaneously synthesize control information in confirmatory clinical trials with multiple endpoints

arXiv
2020 | Other
EID:

2-s2.0-85095508909

Part of ISSN: 23318422
Contributors: Zhan, T.; Zhou, Y.; Geng, Z.; Gu, Y.; Kang, J.; Wang, L.; Huang, X.; Slate, E.H.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

Net benefit index: Assessing the influence of a biomarker for individualized treatment rules

Biometrics
2020 | Journal article
EID:

2-s2.0-85091367915

Part of ISSN: 15410420 0006341X
Contributors: Zhou, Y.; Song, P.X.K.; Fu, H.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

Predictions, role of interventions and effects of a historic national lockdown in India's response to the COVID-19 pandemic: data science call to arms

Harvard Data Science Review
2020 | Journal article
Contributors: Ray, Debashree; Salvatore, Maxwell; Bhattacharyya, Rupam; Wang, Lili; Du, Jiacong; Mohammed, Shariq; Purkayastha, Soumik; Halder, Aritra; Rix, Alexander; Barker, Daniel et al.
Source: check_circle
Web of Science Researcher Profile Sync

Predictions, role of interventions and effects of a historic national lockdown in India’s response to the COVID-19 pandemic: Data science call to arms

medRxiv
2020 | Other
EID:

2-s2.0-85098613367

Contributors: Ray, D.; Salvatore, M.; Bhattacharyya, R.; Wang, L.; Mohammed, S.; Purkayastha, S.; Halder, A.; Rix, A.; Barker, D.; Kleinsasser, M. et al.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

A Spatiotemporal Epidemiological Prediction Model to Inform County-Level COVID-19 Risk in the United States

Harvard Data Science Review
2020-06-17 | Journal article
Source: Self-asserted source
Yiwang Zhou

High-dimensional mediation analysis in survival models

PLOS Computational Biology
2020-04-17 | Journal article
Contributors: Chengwen Luo; Benjamin Althouse; Botao Fa; Yuting Yan; Yang Wang; Yiwang Zhou; Yue Zhang; Zhangsheng Yu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Predictive Big Data Analytics using the UK Biobank Data

Scientific Reports
2019 | Journal article
EID:

2-s2.0-85064261088

Part of ISSN: 20452322
Contributors: Zhou, Y.; Zhao, L.; Zhou, N.; Zhao, Y.; Marino, S.; Wang, T.; Sun, H.; Toga, A.W.; Dinov, I.D.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies

PLoS ONE
2018 | Journal article
EID:

2-s2.0-85052807954

Part of ISSN: 19326203
Contributors: Marino, S.; Xu, J.; Zhao, Y.; Zhou, N.; Zhou, Y.; Dinov, I.D.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

The human adenovirus type 5 E4orf4 protein targets two phosphatase regulators of the Hippo signaling pathway

Journal of Virology
2015 | Journal article
EID:

2-s2.0-84938915206

Part of ISSN: 10985514 0022538X
Contributors: Mui, M.Z.; Zhou, Y.; Blanchette, P.; Chughtai, N.; Knight, J.F.; Gruosso, T.; Papadakis, A.I.; Huang, S.; Park, M.; Gingras, A.-C. et al.
Source: Self-asserted source
Yiwang Zhou via Scopus - Elsevier

Peer review (29 reviews for 13 publications/grants)

Review activity for Applied artificial intelligence : (1)
Review activity for Bioinformatics (2)
Review activity for Biometrics : (1)
Review activity for Biomolecules. (1)
Review activity for Biostatistics & epidemiology. (1)
Review activity for Electronic journal of statistics. (1)
Review activity for Genes. (2)
Review activity for Journal of clinical oncology : (7)
Review activity for SAGE Open. (1)
Review activity for Statistical analysis and data mining. (3)
Review activity for Statistical methods in medical research (1)
Review activity for The Canadian journal of statistics. (1)
Review activity for The Journal of heart and lung transplantation. (7)