HST.582J/6.555J/16.456J
Course Materials

[ Lecture Notes | Laboratory Assignments | Problem Sets ]

Please note that these materials are only available to students currently enrolled in the course. A valid MIT certificate is also required.

Lecture Notes:

Introduction to Biomedial Signal and Image Processing
Chapter 1 - Data Acquisition
ECG Analysis(Chapter 1)
Introduction to Clinical Electrocardiography [ppt]: Andrew Reisner, M.D. Guest Lecturer.
Chapter 2 - Digital Filters
Chapter 3 - Fourier Representation of Signals and Systems
Chapter 4 - The Discrete Fourier Transform
ICD Technology and Arrhythmia Discrimination: Eric Weiss, Guest Speaker.
Chapter 5 - Sampling in Time and Frequency
Chapter 6 - Z-Transforms
Speech Notes
Chapter 7 - The Short-Time Fourier Transform
Chapter 8 - Linear Prediction
Random Signals ppt slides
Chapter 9 - Image Processing
Chapter 10 - Blind Source Separation (Dr. Clifford's Slides)
Image Processing II (Slides) Prof. Sandy Wells
Medical Image Modalities (Slides)
Medical Image Registration I [ppt] - Lilla's Lecture 4/8
Medical Image Registration II [ppt] - Lilla's Lecture 4/10
Decision Systems I
Decision Systems II
Decision Systems III
Decision Systems IV

Laboratory Assignments:

Lab Report Guidelines
Lab 0: MATLAB Tutorial (Self-test, Tutorial Notes)
Lab 1: The Electrocardiogram (assigned 2/12, due 3/6)
Lab 2: Speech Coding (assigned 3/4, due 4/3)
Lab 3: Blind Source Separation: Fetal & Maternal ECG (assigned 4/1, due 4/17)
Lab 4: Registration of Medical Images (assigned 4/15, due 5/1)
Lab 5: Post Processing Brain MRI Images (assigned 4/29, due 5/15)

Problem Sets and Quizzes:

Problem Set 1 (assigned 2/07, due 2/14) (solutions))
Problem Set 2 (assigned 2/14, due 2/21 (solutions))
Problem Set 3 (assigned 2/21, due 2/28 (solutions)
Quiz 1 preparation: Problem Set X (assigned 3/06, not collected)(solutions)
Quiz 1 preparation: John Fisher's autocorrelation example
Quiz 1 preparation: Topics covered in Quiz 1 (part 1)
Quiz 1 preparation: Topics covered in Quiz 1 (part 2)
Problem Set 4 (assigned 4/3, due 4/10 (solutions))
Problem Set 5 (assigned 4/20, due 4/25 (solutions))
Quiz 2 preparation: Problem Set Y (assigned 5/1, not collected (solutions))
Quiz 2 preparation: Topics covered in Quiz 2