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Simonlee711/README.md

Welcome to Simon Lee's Github Repository

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My Affiliations and Work

  • Current (2023-): Ph.D. Student at UCLA
    • Advisor: Jeffrey Chiang
    • Working on Developing methods in Representation Learning for Healthcare Data
    • Current Projects:
      • Project X: Medical Code FM | code | paper
      • Project 2: Irregularly Sampled Foundation Model | code | paper |
  • Former (2023): Data Scientist at Celsius Therapeutics
    • Manager: Mukund Varma (Senior Machine Learning Scientist)
    • Working on Bulk Deconvolution & Quanitfying cell types from histology images using computer vision
  • Former (2022): Visiting Student at École Polytechnique Fédérale de Lausanne
  • Former (2022): Computational Researcher for QCBio, UCLA
    • Mentors: Dr. Jeffrey Chiang & Dr. Akos Rudas
    • Worked on ABP Imputer Model that predicts future blood pressure

Pinned Loading

  1. MEME MEME Public

    Multiple Embedding Model for EHR (MEME) used for strong prediction on Emergency Department tasks

    Python 7

  2. antibiotics-fm-benchmark antibiotics-fm-benchmark Public

    A benchmarking study on medical foundation models for antibiotic susceptibility prediction.

    Jupyter Notebook 3 1

  3. ABP_Imputation-With-EHR ABP_Imputation-With-EHR Public

    ABP Imputation with EHR medication data is the second version of the ABP Imputer model.

    Jupyter Notebook 1

  4. Patient-Like-Me Patient-Like-Me Public

    KNN-Classifier

    Jupyter Notebook 2

  5. Find_My_Bread Find_My_Bread Public

    My first indie platformer game. The concept is a french man looking for his bread.

    Python 2

  6. Youtube-The-Mirror-Society Youtube-The-Mirror-Society Public

    Forked from epfl-ada/ada-2022-project-chromegoldfish

    ada-2022-project-chromegoldfish created by GitHub Classroom

    HTML