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Adjust Label after resampling medical volume

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Odo Luo
Odo Luo el 14 de Nov. de 2022
Comentada: Odo Luo el 21 de Nov. de 2022
I resampled a medical volume (nifti) following these instructions:
ctFile=medicalVolume('E:\git\maskRCNN\norm\LD\case_00167.nii.gz');
targetVoxelSize=[3.11 1.59 1.59];
ratios = targetVoxelSize ./ ctFile.VoxelSpacing;
origSize = size(ctFile.Voxels);
newSize = round(origSize ./ ratios);
origRef = ctFile.VolumeGeometry;
origMapping = intrinsicToWorldMapping(origRef);
tform = origMapping.A;
newMapping4by4 = tform.* [ratios([2 1 3]) 1];
newMapping = affinetform3d(newMapping4by4);
newRef = medicalref3d(newSize,newMapping);
newRef = orient(newRef,origRef.PatientCoordinateSystem);
newCTFile = resample(ctFile,newRef,Method='linear');
write(newCTFile,"E:\git\maskRCNN\norm\LD\case_00167");
ctFile is an image with Voxels 512x512,103 , taken from the kits19 challenge (https://github.com/neheller/kits19/tree/master/data)
However, the label (also a nifti file) that marked a organ on the original image (ctFile), does not mark the same area on the new, resampled image (newCTFile). I assume I need to tranform the label too. How do I do that?
  1 comentario
cr
cr el 14 de Nov. de 2022
Please consider providing more information like data sizes, code etc for community to be able to understand and possibly answer.

Iniciar sesión para comentar.

Respuesta aceptada

Harsha
Harsha el 18 de Nov. de 2022
Hi Odo Luo
Consider the Labels Nifti files also as a medical volume and apply all the transformations(that are performed on the CT file) as given in the link mentioned by you.

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