Combining Multiple DICOM Volumes into a Single High-Quality Volume for Segmentation

Short answer is that it’s not really doable to combine the multiple series into one higher res volume. But if your goal is to segment the tumor you should look into the BraTS models in Auto3DSeg.

More info on combining series: