I have a skull fracture CT scan dataset, consisting of fracture or normal cases. My question is: Let's say patient-1 has a skull fracture, and his CT scan has 300 Dicom slices. Now should I label every Dicom slice of his CT scan as fractured when I feed these 300 slices into a CNN?
I suppose it depends on how you process the data. If the slices are used as a single input yes. Instead, if the slices are input separately, you should mark as fractured only the slices that effectively present the fracture on the scan not to confuse the training step.
Paolo Tripicchio I have one more question. If I use every slice as a single input, it has to contain a depth. But all of my DICOM series do not have the same depth. One patient has 300 slices and some other patient has 30 slices. So, how I am supposed to tackle this depth problem when I feed these into a 3d convnet?