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younghoonNa/README.md

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Hi there, I'm Younghoon Na πŸ‘‹

I am a Ph.D. student at Seoul National University College of Medicine (SNUCM).

πŸ“§ Contact: yh0728@snu.ac.kr or nayounghoon0223@gmail.com
🌱 Interests: Medical AI, Sleep AI, Sleep Data Analysis


πŸ”¬ Research

Sleep AI

  • arXiv SOTA Accuracy & F1 on SleepEDF and SHHS datasets
  • arXiv Universal Sleep Foundation Model

Sleep Data Analysis

  • JSR Refining SDB Annotations across Public Datasets

πŸ† Honors & Awards

  • President of Seoul National University Hospital (SNUH) Award πŸ†
  • Minister of Science and ICT Award πŸ† (x2)
  • IITP Director’s Award πŸ₯‡
  • Google Machine Learning BootCamp 2023 Graduate

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  1. younghoonNA younghoonNA
    1
    🌞 Morning    23 commits  β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  10.0%
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    πŸŒ† Daytime    77 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  33.6%
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    πŸŒƒ Evening    54 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–‰β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  23.6%
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    πŸŒ™ Night      75 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  32.8%
  2. Penguin_Predict_DACON Penguin_Predict_DACON Public

    νŽ­κ·„λͺΈλ¬΄κ²Œμ˜ˆμΈ‘ν•˜κΈ°_DACON GridSearch와 앙상블을 μ΄μš©ν•΄ 6μœ„λ₯Ό 기둝(private)

    Jupyter Notebook 2

  3. pythonDT pythonDT Public

    μ‚Όμ„±λ©€ν‹°μΊ νΌμŠ€ 데이터 뢄석 심화과정

    Jupyter Notebook 1

  4. ViT_Attention_Map_Visualization ViT_Attention_Map_Visualization Public

    ViT Attention map visualization (using Custom ViT and Pytorch timm module)

    Jupyter Notebook 15

  5. MC2SleepNet MC2SleepNet Public

    State of the art 84.7% accuracy on SleepEDF-78 and 88.4% SHHS Datasset

    Python 10 2

  6. seongjiko/Pixleep seongjiko/Pixleep Public

    제3회 ETRI νœ΄λ¨Όμ΄ν•΄ 인곡지λŠ₯ λ…Όλ¬Έκ²½μ§„λŒ€νšŒ

    Jupyter Notebook 7