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 required.
Lecture Notes:
- Introduction to Biomedial Signal and Image Processing
- ECG Analysis (Chapter 1)
- Chapter 1 - Data Acquisition
- Chapter 2 - Digital Filters
- Chapter 3 - Fourier Representation of Signals and Systems
- Chapter 4 - The Discrete Fourier Transform
- Chapter 5 - Sampling in Time and Frequency
- Chapter 6 - Z-Transforms
- 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 - Estimation Of Parameters Of Random Signals
- Chapter 13 - Image Processing
- Chapter 14 - Blind Source Separation
Guest Lecture Slides:
- Introduction to Clinical Electrocardiography Andrew Reisner (Tuesday, 2/7)
- Speech Production Julie Greenberg (Thursday, 3/1)
- Medical Image Modalities : Sandy Wells (Thursday, 3/22)
- Image Processing II : Sandy Wells (Tuesday, 4/3)
- Medical Image Registration I : Sandy Wells (Thursday, 4/5)
- Blind Source Separation Gari Clifford (Tuesday, 4/10)
- Medical Image Registration II : Sandy Wells (Thursday, 4/12)
- Hypothesis Testing I : Berkin Bilgic (Thursday, 4/19)
- Hypothesis Testing II : Berkin Bilgic (Tuesday, 4/24)
- MR Physics: Robert Mulkern (Thursday, 4/26)
- Hypothesis Testing III: Berkin Bilgic (Tuesday, 5/1)
- Efficient Data Acquisition in MRI: Kawin Setsompop (Thursday, 5/3)
- Adaptive Filtering I: Joon Lee (Tuesday, 5/8)
- Adaptive Filtering II: Joon Lee (Tuesday, 5/15)
Laboratory Assignments:
- Lab Report Guidelines
- Lab 1: The Electrocardiogram (assigned 2/15, due 3/8)
- Lab 2: Speech Coding (assigned 3/7, due 4/5)
- Lab 3: Blind Source Separation: Fetal & Maternal ECG (assigned 4/4, due 4/19)
- Lab 4: Registration of Medical Images (assigned 4/18, due 5/3)
- Lab 5: Post Processing of Brain Images (assigned 5/2, due 5/17)
Problem Sets and Quizzes:
- Problem Set 1 (assigned 2/9, due 2/16) (solutions)
- Problem Set 2 (assigned 2/16, due 2/23) (solutions)
- Problem Set 3 (assigned 2/23, due 3/1) (solutions)
- Quiz 1 preparation: Problem Set X and 2011 Quiz 1 (assigned 3/8, not collected) (Pset X solutions) (2011 Quiz 1 solutions)
- Quiz 1 preparation: Topics covered on Quiz 1
- Quiz 1 review session notes
- Problem Set 4 (assigned 4/5, due 4/12) (solutions)
- Problem Set 5 (assigned 4/19, due 4/26) (solutions)
- Quiz 2 preparation: Problem Set Y (2011 Quiz 2) (assigned 4/26, not collected) (solutions)
- Quiz 2 preparation: Topics covered on Quiz 2
- Quiz 2 review session notes