In this course, you’ll learn the basics of medical image analysis using Python. You will learn to display and interpret X-ray and CT scans. This course uses relevant Python libraries and commands on medical images for format conversion, segmentation, and analyzing metadata. You can successfully complete this course with only a basic understanding of Python and no background in medical imaging.
In this course, you’ll learn the basics of medical image analysis using Python. You will learn to display and interpret X-ray an...Show More
WHAT YOU'LL LEARN
Understand the medical imaging research
Understand the DICOM and NIfTI-1 Data Format
Understand the task of image segmentation
Learn to apply Windowing and Hounsfield units
Understand the medical imaging research
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TAKEAWAY SKILLS
Content
Course OverviewMedical Imaging ExplorationLoading and VisualizationExploration of MetadataExercise: Orientation of the ImageOrientation of the Image Solution ReviewMajority Male Age ExerciseMajority Male Age Solution ReviewChanging Image FormatQuiz: Changing Image FormatData AnonymizationWindowingQuiz: WindowingVisualize the WindowingSegmentation of Medical ImagesAutomatic Lung Segmentationfast.ai Medical Imaging LibraryWindowing with fast.aiScaling with fast.aiAppendixWrap Up!
Certificate of Completion
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