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Planning new research, OMS 3
πŸ˜€
Planning new research, OMS 3

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drawcodeboy/README.md

πŸ‘‹ Hi! I'm Doby


πŸ‘¨β€πŸŽ“ Degree

  • B.S.
    • Department of IT Convergence, University of Ulsan (2020.03-Present)

⏳ Experience

  • CVML Lab @University of Ulsan

    • New Research collaboration with Asan Medical Center (plan, 2025.03)
    • Scoliosis Segmentation Research collaboration with Asan Medical Center (2024.05-2024.12)
  • ETRI

    • 2025 Winter Research Internship (2025.01-2025.02)
    • Performance analysis and benchmarking of large-scale data visualization tools (ParaView, VisIT, Omniverse)
    • Exploration and summary of Physical-informed Neural Network and 3D Gaussian Splatting
  • deep daiv.

    • '24 Spring Challenge, Team Medical AI - Mentor (2024.04-2024.07)
    • '24 Winter Challenge, Team Medical AI - Member (2024.02-2024.04)
    • '23 Summer Challenge, Team Medical AI - Member (2023.08-2023.10)

πŸ“ƒ Publications

πŸ’‘ Journals

πŸ’‘ Conferences


🦾 Tech Stacks


πŸ’» Algorithm Problem Solving (BOJ)

Pinned Loading

  1. U-Net-Based-CHF-Pul.Edema-Diagnostic-Model Public

    Pulmonary Edema Classification using Lung Segmentation | JKIICE Acceptance Paper | OMS 1

    Jupyter Notebook 5

  2. SRL-AE Public

    Sparse Residual LSTM Autoencoder | Robust Autoencoder for Anomaly Detection in ECG | 2024 λŒ€ν•œμ „μžκ³΅ν•™νšŒ μΆ”κ³„ν•™μˆ λŒ€νšŒ | Autumn Annual Conference of IEIE, 2024 | OMS 2

    Python 5

  3. VAE Public

    Variational Autoencoder (VAE), Evidence Lower Bound (ELBO) Implementation (PyTorch)

    Python 3

  4. DDPM Public

    Denoising Diffusion Probabilistic Model (DDPM) Implementation (PyTorch)

    Python 1

  5. PyTorch-Project-Template Public

    PyTorch Project Tempalte

    Python