Adjust Label after resampling medical volume
1 visualización (últimos 30 días)
Mostrar comentarios más antiguos
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
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.
Respuesta aceptada
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.
Más respuestas (0)
Ver también
Categorías
Más información sobre Biomedical Imaging en Help Center y File Exchange.
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!