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1. Choose two medical images and visualize them in Matlab.

2. Apply the Otsu thresholding we learned in class to these two images.
3. Show the original image, binarized image and the thresholding value for each image.
4. Use other threshold values to binarize the images and show your results. Analyze how different thresholds will influence the binarization results, and whether they are better or worse than otsu threshold

1 Answer

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Final answer:

Medical imaging techniques like X-ray, MRI, CT, and Ultrasound have distinct functions and applications in medicine, offering varying detail and safety levels depending on the body area and condition being investigated.

Step-by-step explanation:

Comparing and contrasting medical imaging techniques is crucial for understanding their applications and effectiveness in various medical scenarios. Four commonly used imaging techniques are X-ray, Magnetic Resonance Imaging (MRI), Computed Tomography (CT), and Ultrasound.

X-ray imaging uses electromagnetic radiation to produce images of internal body structures. It's primarily used for examining bones and detecting fractures, infections, and cancers, but it has limited use in soft tissue imaging.

MRI uses powerful magnets and radio waves to create detailed images of the internal organs and tissues. It provides excellent contrast between different soft tissues, making it ideal for diagnosing issues within the brain, spinal cord, joints, and muscles.

CT scans combine X-ray images taken from different angles to create cross-sectional views of the body. They offer precise images of bones, blood vessels, and soft tissues, and are commonly used for detecting cancers, cardiovascular diseases, and traumatic injuries.

Ultrasound, or sonography, uses high-frequency sound waves to produce images of structures inside the body, such as organs, blood flow, and fetuses in pregnant women. It is a safe, non-invasive technique without ionizing radiation exposure.

Each medical imaging technique has its specific function and use within medicine, varying widely in their capabilities. The choice of imaging method depends on the condition being investigated, area of the body, required detail, and patient safety considerations.