how do i do a left atrium heart segmentation using matlab

how do i do a left atrium heart segmentation using matlab?

Answer 1

[Yash]

Hi Shernon,

To do left atrium segmentation, you can leverage the Image Processing and Computer Vision Toolbox in MATLAB which offer functions and algorithms for image analysis and segmentation. You can refer to the below documentations to start exploring different image segmentation techniques and opt the one which gives you the best results.

• Image Segmentation: Image segmentation involves dividing an image into regions based on pixel characteristics like edges, color, or texture, enabling the identification of distinct parts or regions within the image. Know more about it here: https://in.mathworks.com/help/images/image-segmentation.html
• Semantic Segmentation: Semantic segmentation involves assigning a class label to each pixel in an image, in our case it is to label each pixel in the image as belonging to the atrium or not. Know more about it here: https://in.mathworks.com/help/vision/semantic-segmentation.html

Additionally, you can learn about the Image Processing and Computer Vision in MATLAB from here: https://in.mathworks.com/help/overview/image-processing-and-computer-vision.html?s_tid=hc_product_group_bc

Hope this helps!

Answer 2

[Image Analyst]

Go here for published algorithms. Pick one and code it up.

http://www.visionbib.com/bibliography/contentsmedical.html#Medical%20Applications,%20CAT,%20MRI,%20Ultrasound,%20Heart%20Models,%20Brain%20Models