Medical image processing is pivotal in diagnosing diseases, planning treatment, and monitoring patients. Recent advances are revolutionizing how healthcare professionals understand and interact with complex medical conditions. This course is designed to equip engineers, scientists, and healthcare professionals with the in-demand skills to work with raw medical image data, enabling advancements in patient care and contributing to groundbreaking research in medical diagnostics and treatment strategies.
Throughout this course, you will learn how to import and analyze common medical image formats, accurately view 2D and 3D images, and adjust image orientation and contrast for better analysis. The course takes you deeper into aligning and labeling 3D images like MRIs, equipping you with essential skills for segmentation and deep learning applications. By the end, you'll be proficient in identifying critical regions within medical images and extracting those regions for further analysis.
In this course, you will use MATLAB, the go-to choice for millions working in engineering and science. MATLAB is an intuitive, low-code environment. You will use the specialized Medical Imaging Toolbox to simplify importing and visualizing complicated medical data files so you can quickly accomplish your image processing tasks.
To be successful in this course, you should have some prior exposure to MATLAB. To familiarize yourself with MATLAB, complete the free, two-hour MATLAB Onramp. If you want more in-depth image processing skills, you can also enroll in the Image Processing for Engineering and Science specialization. The skills learned in the specialization can be applied to medical images.
涵盖的内容
3个视频3篇阅读材料1个作业
显示有关单元内容的信息
3个视频•总计12分钟
Introduction to Medical Image Processing•2分钟
Importing and Viewing 2D Images•6分钟
Working with 2D Images•4分钟
3篇阅读材料•总计27分钟
Access MATLAB and Course Files•15分钟
Optional: Getting Started with MATLAB•2分钟
Image Data Types•10分钟
1个作业•总计15分钟
Graded Assignment: Working with 2D Medical Images•15分钟
Working with Medical Volumes
第 2 单元•小时 后完成
单元详情
涵盖的内容
4个视频4篇阅读材料1个作业
显示有关单元内容的信息
4个视频•总计21分钟
Viewing Medical Volumes•5分钟
Introduction to Volume Registration•3分钟
Registering Medical Volumes•5分钟
Feature-Based Image Registration•8分钟
4篇阅读材料•总计32分钟
Working with Medical Volumes•10分钟
Key Functions in the Next Video•5分钟
Practice Registering Medical Volumes•15分钟
Additional Resources for Registration•2分钟
1个作业•总计15分钟
Graded Assignment: Viewing and Registering 3D Medical Images•15分钟
Yes. A free license is available to learners enrolled in the course. You must have a computer capable of running MATLAB. You can view the system requirements here.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.