Spine MRI-to-CT Synthesis With Vertebra-Matched Pseudo-Pairs
Unpaired MRI and CT slices are matched vertebra by vertebra, translated with adversarial diffusion, then cleaned up in 3D.
SGAV-MP: Smaller Segmentation Models That Keep Their Uncertainty
A post-training mixed-precision method that checks calibration and uncertainty maps, not only Dice, before it quantizes a layer.
How to Convert a NIfTI File into a DICOM Series Using Python
This blog is about how to use the nifti2dicom functin to convert nifti file or files into dicom series.
Dice vs Dice Loss
The dice loss in a special case of the dice coefficient but physically they are the same. Read this arrticle for more details
Store metadata in NIfTI and NRRD
Add custom metadata to NIfTI/NRRD using SimpleITK and Nibabel.
Fast medical imaging cropping
Efficiently split large NIfTI medical images into smaller chunks for easier processing and analysis using SimpleITK.
Resampling in medical imaging
Learn how resampling improves medical image quality and analysis.
Automatic spine segmentation in 3D Slicer
Use 3D Slicer and nnUNet for automatic spine segmentation.
Medical imaging starter
Unlock the basics of medical imaging for a successful start in the field.
AI in medical images
AI in medical imaging: anonymization, detection, segmentation.