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@epfl-ada @ChiangLab

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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 Health Data
    • Also working on standardization efforts and good ML practices
  • 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

    [arXiv 2024] Multiple Embedding Model for EHR (MEME) used for strong prediction on Emergency Department tasks

    Python 8 2

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

    [NeurIPs High School 2024] A benchmarking study on medical foundation models for antibiotic susceptibility prediction.

    Python 5 2

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

    [BIG Summer 2022] ABP Imputation with EHR medication data is the second version of the ABP Imputer model.

    Jupyter Notebook 2

  4. Find_My_Bread Find_My_Bread Public

    [Game 2021] My first indie platformer game. The concept is a french man looking for his bread.

    Python 3 1

  5. FEET FEET Public

    FEET: A Framework for Evaluating Embedding Techniques

    Python 3 1