What you will learn
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Medical imaging
This course deals with automated analysis of diagnostic medical images, namely X-rays, CT and MRI scans. We will start with some basic material on how to visualize medical images and how to interpret the resolution of medical images correctly in addition to standard techniques for image processing. In successive weeks we will examine often used and powerful algorithms for image segmentation and image registration. We will then look at how these automated methods can be used to enable computer aided diagnosis. In the final 2 weeks, we will discuss deep learning for medial image analysis , especially state of the art 3D convolutional neural networks.
Endoscopy - Where are we with AI ?
Preview
31:40
Computer vision & DL in the operating room
Preview
26:55
ML in intraoperative tissue identification
Preview
17:24
Basic Image Processing Techniques Using MATLAB
Preview
15:40
Image Registration Using Matlab
Preview
05:09
Basic Image Processing Techniques Using Python
Preview
25:43
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Meet Your Instructor
Free
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Course Duration21 h 57 m 5 s
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Course LevelIntermediate
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Student Enrolled31
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LanguageEnglish
This Course Includes
- 21 h 57 m 5 s Video Lectures
- 0 Quizzes
- 0 Assignments
- 0 Downloadable Resources
- Full Lifetime Access
- Certificate of Completion