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
- Chapter 9 - Probability Primer
- Chapter 10 - Random Signals
- Chapter 11 - Random Signals & Linear Systems
- Chapter 12 - Image Processing
- 2-Dimensional Sinusoids
- Image Processing II (Slides) Prof. Sandy Wells
- Chapter 13 - Estimation Of Parameters Of Random Signals
- Chapter 14 - Blind Source Separation (Dr. Clifford's Slides)
- Medical Image Registration I [ppt] - Lilla's Lecture 4/7
- Medical Image Registration II [ppt] - Lilla's Lecture 4/9
- Decision Systems I (Slides) Dr. Fisher's Slides
- Decision Systems II (Slides) Dr. Fisher's Slides
- Decision Systems III (Slides) Dr. Fisher's Slides
- Medical Image Segmentation (Slides) - Prof. Sandy Wells 4/28
- Dr. Mulkern's Slides 5/5
Laboratory Assignments:
- Lab Report Guidelines
- Lab 0: MATLAB Tutorial (Self-test, Tutorial Notes)
- Lab 1: The Electrocardiogram (assigned 2/12, due 3/5)
- Lab 2: Speech Coding (assigned 3/4, due 4/2)
- Lab 3: Blind Source Separation: Fetal & Maternal ECG (assigned 3/31, due 4/16)
- Lab 4: Registration of Medical Images (assigned 4/14, due 4/30)
- Lab 5: Post Processing Brain MRI Images (assigned 4/28, due 5/14)
Problem Sets and Quizzes:
- Problem Set 1 (assigned 2/05, due 2/12) (solutions))
- Problem Set 2 (assigned 2/12, due 2/19 (solutions))
- Problem Set 3 (assigned 2/19, due 2/26 (solutions )
- Quiz 1 preparation: Problem Set X (assigned 3/05, not collected) (solutions)
- Quiz 1: March 18, 2008 (solutions)
- Quiz 1 preparation: Topics covered on Quiz 1
- Problem Set 4 (assigned 4/2, due 4/9 (solutions))
- Problem Set 5 (assigned 4/16, due 4/23 (solutions))
- Quiz 2 preparation: Problem Set Y (assigned 4/30, not collected (solutions))
- Quiz 2 preparation: Topics covered on Quiz 2