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beiwo07/README.md

Hi My name is Bei

I'm an epidemiologist who loves turning health data into meaningful insights. Whether it's electronic health records, lab results, patient-reported, or omics data-- I enjoy connecting the dots! My research experience spans cancer, biomarker discovery, and aging.

🔍 Currently working on:

My doctoral thesis-- Decoding Multiple Myeloma Outcomes: A Population-Specific Analysis of Genome-Wide 5-Hydroxymethylcytosine in Circulating Cell-Free DNA

📌 My expertise:

Study designs & methodology: Observational studies (cohort, case-control), bias & confounding control, causal inference, sampling strategies, data integrity & processing, survey data collection

Analytics: Time-to-event analysis, applied machine learning, instrumental variable analysis, propensity score matching, mixed-method models, high-dimensional mediation analysis

Programming & computing: R, Python, SQL, Git/GitHub, cloud computing, high-performance computing

📖 View my publication: https://scholar.google.com/citations?user=kvsLMHgAAAAJ&hl=en

✉️  You can contact me at [email protected]

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  1. Risk_index_self_neglect Risk_index_self_neglect Public

    Development and validation of a predictive index of elder self-neglect risk among a Chinese population (2020)

  2. Predict_survival_breast_cancer_gene_expression Predict_survival_breast_cancer_gene_expression Public

    Predicting Survival of Breast Cancer Patients Who Received Hormone and/or Radiation Therapy Incoporating High-dimensional Gene Expression Information (2022)

  3. cfDNA_5hmC_myeloma_treatment_response cfDNA_5hmC_myeloma_treatment_response Public

    Identifying 5-hydroxymethylcytosine (5hmC) signatures in circulating cell-free DNA and treatment response in multiple myeloma with a machine learning approach (2024-2025)

  4. Predict_heart_disease_incidence_UCI Predict_heart_disease_incidence_UCI Public

    Heart Disease Prediction Using Logistic Regression and Decision Tree Classification (2022)

    Jupyter Notebook

  5. Predict_depression_risk_NHANES Predict_depression_risk_NHANES Public

    Developing Depression Risk Prediction Models (2021)

    Jupyter Notebook