publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. AAAI MedHealth
    sim.png
    Using Foundation Models to Prescribe Patients Proper Antibiotics
    Simon A Lee, Helio Halperin, Yanai Halperin, and 2 more authors
    AI for Medicine and Healthcare AAAI Bridge Program 2025 (Runner Up Best Paper), 2025
  2. AAAI MedHealth
    icd.jpg
    DK-BEHRT: Teaching Language Models International Classification of Disease (ICD) Codes using Known Disease Descriptions
    Ulzee An, Simon A. Lee, Moonseong Jeong, and 3 more authors
    AI for Medicine and Healthcare AAAI Bridge Program 2025, 2025

2024

  1. NPJ Digital Medicine
    meme.png
    Multimodal clinical pseudo-notes for emergency department prediction tasks using multiple embedding model for ehr (meme)
    Simon A Lee, Sujay Jain, Alex Chen, and 4 more authors
    Under Review at NPJ Digital Medicine, 2024
  2. ML4H Demo
    meds.png
    MEDS Decentralized, Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
    Matthew B.A. McDermott, Aleksia Kolo, Chao Pang, and 28 more authors
    In ML4H Demo Track, 2024
  3. NeurIPS Workshop
    feet.png
    FEET: A Framework for Evaluating Embedding Techniques
    Simon A Lee, John Lee, and Jeffrey N Chiang
    NeurIPS SFLLM Workshop, 2024
  4. ICML AI4Science
    icml.png
    Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning
    Kyoka Ono, and Simon A Lee
    International Conference for Machine Learning, AI4Science Workshop, 2024
  5. arXiv
    arxiv.png
    Do Large Language Models understand Medical Codes?
    Timothy Lindsey, and Simon A Lee
    arXiv preprint arXiv:2403.10822, 2024