Lecture Note

Machine Learning Lecture Note
1. Convolutional Neural Networks Basic

  • CNN Basic 1 (장재성)
  • CNN Basic 2 (김강철)
  • CNN Basic 3 (현창민)

    Deep Learning in Medical Imaging

  • Deep Learning for undersampled MRI reconstruction (현창민)
  • CNN based Automated Fetal Biometry (김부권)
  • Machine-learning-based nonlinear decomposition of CT images for metal artifact reduction (이성민)

    Deep Learning Software

  • Tensorflow에서 Multi GPU 구동시키기 (김화평)
  • Ubuntu 16.04 LTS에 tensorflow gpu버전 설치하기 (김강철)

    Inverse Problem

  • 전기임피던스 단층촬영 기술을 이용한 심폐기능 영상화 (이경훈)

  • Mathematics
  • Fourier Transform (정근식)
  •