這是中文課程! 歡迎大學部學生、研究生、電機與非電機類學生，對於醫療成像系統有興趣，想一窺究竟的學生選修! 本課程每個單元都會有video讓大家pre-view，上課主要希望能夠互動、多提問、課堂直接演練每個單元學到的應用!
Welcome to Medical Imaging System ! This course will start from 1:20 to 4:20 every Thursday.
Here are some NOTES for this course.
1. Please watch the video in 教材管理 at e3 before the class. The videos were made by Prof. Matthew O'Donnell at University of Washington. You might have A LOT of questions while watching. So bring your questions in class. We will go through the slides.
2. For each topic, we will share the slides and classnotes at e3. Classnotes are the detailed and organized versions of the slides.
3. Please install the MATLAB in your PC, which is licensed by the school. We need to use MATLAB for most of assignments.
Code: EEIE30053
Time/Room: R567-ED417B
Credit: 3
Level: Undergraduate (senior), Graduate
Instructor: Geng-Shi Jeng 鄭耿璽 jeng@nycu.edu.tw
The course is provided in Chinese. The first half of this course will include fundamentals of DIRECT imaging systems, mainly ultrasound (US) and optical imaging (e.g., OCT). The second half will explore RECONSTRUCTIVE imaging modalities such as X-ray computed tomography (CT), positron emission tomography (PET), and magnetic resonance imaging (MRI). We will emphasize fundamental imaging principles for each modality, and discuss some advanced applications. Our goal is to provide the fundamentals of medical imaging system so that you can understand in some detail how these systems work.
This is a highly HANDS-ON class. Please bring your laptop to every class that runs MATLAB. Each class will start by pre-viewing relevant materials (videos) on the course web site related to the imaging topic for that week. Questions related to formal material should be addressed during this period. We encourage the class is highly interactive between students and the lecturer. We will have a final project where each student needs to select a biomedical-related topic and present his/her idea. (NOTES for presentation will be provided in the first class).
Extensive course notes, videos, and presentations will be available on the course web site (Mainly based on Prof. Matthew O'Donnell's materials at University of Washington, Seattle, WA).
Introduction to Biomedical Imaging, Andrew Webb, University of Illinois, John Wiley & Sons, First Edition, 2003.
Calculus, Signals and Systems, MATALB
Topic 1 – Introduction to Imaging
• What is an image?
• Human visual system
• Types of imaging systems
• Basic mathematics of multi-dimensional functions
Topic 2 – Traditional Optical Imaging
• The Fourier transform
• The microscope
• Spatial resolution
• Applications
Topic 3 – Ultrasound Imaging
• Physical basis of acoustics
• Ultrasonic physics
• Basic imaging principles
• Beamforming – diffraction from an aperture
Topic 4 – Ultrasound Imaging
• Array imaging
• Propagation viewed as a time delay
• Dynamic receive beamforming
• Overall image formation process
• Color flow imaging
Topic 5 – Advanced Optical Imaging
• Scanning microscopies
• Principles of OCT
• Time-domain OCT
• Frequency Domain OCT
• Swept-source OCT
Topic 6 – Radiography
• Basics of radiation physics
• Projection imaging
• Sources and detectors
• Applications
Topic 7 – X-Ray Computed Tomography (CT)
• Multiple projections
• Reconstructive imaging
• Reconstruction equations
• Contrast mechanisms
• Applications
Topic 8 – Nuclear Medicine and Positron Emission Tomography (PET)
• Basics of nuclear medicine
• Projection systems
• SPECT
• Contrast agents
• PET
• Applications
Topic 9 – Magnetic Resonance Imaging (MRI)
• Basic physics of nuclear magnetic resonance (NMR)
• Imaging principles
• Contrast mechanisms
• Specific imaging sequences
• Complications
• Advanced imaging sequences
• Applications
Participation: 25%
Homework (including computer assignment): 50%
Final project (presentation): 25%
The grade for any late submission will be reduced by 10% for each day.
TBD