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jlmassey1991/README.md

Hi there 👋

  • 🔭 I’m currently working on ... using data to improve health outcomes!
  • 🌱 I’m currently learning ... how to use our AI data pipeline platform at CDC called 1CDP
  • 👯 I’m looking to collaborate on ... causal inference, ML, health equity, value based care, care gaps, clinical effectiveness, and reducing healthcare costs
  • 🤔 I’m looking for help with ... my next step in my career
  • 💬 Ask me about ... Rock Climbing
  • 📫 How to reach me: ... email, phone, linkedIn DM
  • ⚡ Fun fact: ... I'm an avid PokeMon Rom Hack aficionado

Check out my CV/Resume , my Master's Thesis: Estimating the Burden of Influenza with Quasi Poisson Time Series Spline Models in R , and the Cancer Atlas: https://canceratlas.cancer.org

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  1. Bayesian-EHR-Analysis-in-Rural-States-in-R Bayesian-EHR-Analysis-in-Rural-States-in-R Public

    Empirical Bayesian Analysis of Epic EHR Implementation: Predicting 30-Day Readmission Rate Improvements in Rural Montana Healthcare Systems

    R

  2. UTI-Predictive-Dashboard- UTI-Predictive-Dashboard- Public

    Interactive dashboard which tracks and predicts UTIs in selected nursing home facilities based on risk factors identified by logistic regression model. Led to an overall reduction of 30% of UTIs as…

    Python

  3. Causal-Impact-of-Delayed-Diagnosis-on-Healthcare-Costs-Using-EHR-Data Causal-Impact-of-Delayed-Diagnosis-on-Healthcare-Costs-Using-EHR-Data Public

    Measuring the effect of diagnostic delays of fungal pathogens on healthcare costs in a commercially insured population. Linked Marketscan ICD-10 data on symptom and diagnosis dates. Quantile binnin…

    R 1

  4. Dashboard-Comparing-Regression-Trees-and-Random-Forest-In-Maternal-Decisions Dashboard-Comparing-Regression-Trees-and-Random-Forest-In-Maternal-Decisions Public

    Comparing Regression Trees and Random Forest to Evaluate Mothers of Children with Birth Defects Likelihood to Seek Care by Demographics

    Python

  5. Facility-Level-COVID-Clusters Facility-Level-COVID-Clusters Public

    Used R package kmlshape to create novel cluster analysis which monitors and examines omicron curve peaks in LTC facilities. Conducted bootstrapping to account for instability. Then used logistic re…

    R 1

  6. -Kidney-Transplant-Care-Gaps-Using-Causal-Inference- -Kidney-Transplant-Care-Gaps-Using-Causal-Inference- Public

    Comparing actual vs counterfactual treatment allocation and survival outcomes

    Python