How To Read CT/MRI Image Into Matlab ???????.........
Lets , know the basic in brief ..
CT stands for Computed Tomography and is basically a medical image. Normally whenever you capture pictures from your cell phone , it will be in .jpg ,.png etc format. Similarly a standard is followed worldwide and hence medical images such as CT,MRI,PET etc are captured and stored in DICOM format.(.dcm) DICOM stands for Digital Imaging in Communications and Medicine.
you can get enough information from the following link :https://en.wikipedia.org/wiki/DICOM
Lets start then,
open your MATLAB , create a new file
your first commands should be
clc;
close all;
clear all;
First command will clear the command window
second command will close any windows left out open
Third command will clear all the variables declared(if any).
To read medical image in dicom format we use dicom read. you can go to the command window and type help dicomread to get the syntax and usage of the command
An example for reading and displaying dicom image is given below
[a,b]=dicomread('image.dcm');
imshow(a,[]);
when you do the above task image looks like this :
The reason is because MATLAB treats all negative values as zero. Basically Dicom image is 16bit image where 12bits represent image info and 4bit represents textual info. Considering negative values, The pixel value ranges from -2048 to+2047. into visible 256-greyscale range. This linear
intensity windowing, also called as window setting.The standard setting is window
center of 40HU and width of 80 HU which is done as follows
imginfo=dicominfo('image.dcm');
c= imginfo.windowCenter;
w=imginfo.WindowWidth;
check the values , if it is not set to standard values , set it manually
c=double(40);
w=double(80);
The rescaling is done as follows
imgScaled = 255.*((double(a)-(c-0.5))/(w-1)+0.5);
imgScaled = uint8(min(max(imgScaled, 0), 255));
If you display the image it looks like this
imshow(imgScaled)

Lets , know the basic in brief ..
CT stands for Computed Tomography and is basically a medical image. Normally whenever you capture pictures from your cell phone , it will be in .jpg ,.png etc format. Similarly a standard is followed worldwide and hence medical images such as CT,MRI,PET etc are captured and stored in DICOM format.(.dcm) DICOM stands for Digital Imaging in Communications and Medicine.
you can get enough information from the following link :https://en.wikipedia.org/wiki/DICOM
Lets start then,
open your MATLAB , create a new file
your first commands should be
clc;
close all;
clear all;
First command will clear the command window
second command will close any windows left out open
Third command will clear all the variables declared(if any).
To read medical image in dicom format we use dicom read. you can go to the command window and type help dicomread to get the syntax and usage of the command
An example for reading and displaying dicom image is given below
[a,b]=dicomread('image.dcm');
imshow(a,[]);
when you do the above task image looks like this :

The reason is because MATLAB treats all negative values as zero. Basically Dicom image is 16bit image where 12bits represent image info and 4bit represents textual info. Considering negative values, The pixel value ranges from -2048 to
intensity windowing, also called as window setting.The standard setting is window
center of 40HU and width of 80 HU which is done as follows
imginfo=dicominfo('image.dcm');
c= imginfo.windowCenter;
w=imginfo.WindowWidth;
check the values , if it is not set to standard values , set it manually
c=double(40);
w=double(80);
The rescaling is done as follows
imgScaled = 255.*((double(a)-(c-0.5))/(w-1)+0.5);
imgScaled = uint8(min(max(imgScaled, 0), 255));
If you display the image it looks like this
imshow(imgScaled)

Nice. Keep going! All the best! :)
ReplyDeletegood and brief explain.
ReplyDeleteimgScaled didn't display with me.It appear as blank window.Please, how can l solve this problem?
Try changing window values ,you can do it using imcontrast tool in matlab also
Deletewell done, pls can you post that of .mha format. thanks
ReplyDeleteSir how to open .mha files in matlab??
ReplyDeleteYes Sir, Kindly help us all out with .mha files.
ReplyDeleteHow to convert image into dicom format
ReplyDeleteThanks for this great post!- This provides good insight. You might also be interested to know more about generating more leads and getting the right intelligence to engage prospects.
ReplyDeleteMRI Scan in Lucknow