EJW
  • About
  • Lecture
    • Understanding Artificial Intelligence
    • Introduction to BME
    • Electrical Impedance Tomography
    • Biomedical Instrumentation
    • Bioelectromagnetism
    • Electromagnetics
    • Statistical Bio-Signal & Image Processing
    • Basic Electronic Circuit
    • Applied Electronic Circuit
    • Biosignal Processing
    • Inverse Problem in Bioengineering

Statistical Bio-Signal & Image Processing (Spring 2018)


Announcement

  • Class begins on Mar 5.
  • Lecture room is #331 College of Medicine.
  • Print lecture note and bring it to class.
  • Office hour
    - By appointment
  • ​Report template (PowerPoint)

Lecture Note

  • Vision and Visual Recognition
  • Probability and Bayes' Rule
  • Information Theory
  • Knowledge Representation and Learning
  • Artificial Neural Network
  • Review of Signals and Systems
  • Vector Space
  • Linear Algebra
  • Least Square Nethod
  • Optimization
  • Stochastic Model
  • Adaptive Filter
  • Learning & Artificial Neural Network

Paper

  • Jiapu Pan and Willis J. Tompkins, A Real-Time QRS Detection Algorithm, 1985
  • Valtino X. Afonso, ECG QRS Detection in Biomedical Digital Signal Processing
  • Ahn Sik Choi et al, Classification of Normal and Abnormal QRS-complex for Home Health Management System, 2004
  • Matlab Sample Code

Physionet

  • ​​An Introduction to PhysioNet
  • George B. Moody, WFDB /PhysioNet Formats
  • WFDB Programmer's Guide
  • WFDB Applications Guide
  • WAVE User's Guide
  • Ary L. Goldberger et al., PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals, 2000
  • George B. Moody et al., PhysioNet: A Web-Based Resource for the Study of Physiologic Signals, 2001
  • George B. Moody et al., PhysioNet: Physiologic Signals, Time Series and Related Open Source Software for Basic, Clinical, and Applied Research, 2011
  • Ikaro Silva and George B. Moody, An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and Octave, 2014

National Sleep Research Resource

Since Dec 18, 2013
E-mail: ejwoo@khu.ac.kr