Statistical Bio-Signal & Image Processing (Spring 2018)

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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)

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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

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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

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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

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National Sleep Research Resource