Course

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Biosignal Processing (Fall, 2015)

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Announcement

• Class begins on Sep 8.
• Lecture room is 314.

• Office hour

      - Tue 13:30-14:30
      - By appointment

• Syllabus
• Student Lecture Note Template

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Lecture Note

• Volume Conduction and Biosignal
• Bioimpedance
• Electrode and Electrolyte Interface
• Selected Chapters of Biomedical Instrumentation (draft)
• Signals and Signal Processing (from ASP)
• Voltage Amplification (from ASP)
• Analog Switching (from ASP)
• Interference (from ASP)
• Noise (from ASP)
• Digital Phase-sensitive Demodulation
• Electromagnetic Spectrum

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Biopotential Amplifier

• Pallas-Arney et al., Common Mode Rejection Ratio in Differential Amplifiers, IEEE TIM, 1991
• Pallas-Arney et al., Common Mode Rejection Ratio for Cascaded Differential Amplifier Stages, IEEE TIM, 1991
• Casas et al., Basics of Analog Differential Filters, IEEE TIM, 1996
• Spinelli et al., AC-Coupled Front-End for Biopotential Measurements, IEEE TBME, 2003
• Spinelli et al., A Single Supply Biopotential Amplifier, Med. Eng. Phys., 2001

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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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Biosignal Processing Algorithm

• 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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Lecture Note From Bioelectromagnetism

• Malmivuo and Plonsey, Bioelectromagnetism: Principles and Applications of Bioelectric and Biomagnetic Fields
• Bioelectromagnetism and Electrical Impedance Imaging
• Charge, Electric Field and Potential
• Vector Analysis
• Nernst Equation
• Cable Equation
• Poisson Equation and Laplace Equation
• Monopole Field
• Dipole Field
• Solid Angle and Charge Double Layer
• Volume Conductor, Dipole Current Source, Lead Field, Sensitivity, Signal and Image