Discover and read the best of Twitter Threads about #petmr
Most recents (1)
Synthesizing medical images is now easy to do with deep learning and good datasets, but what is it good for? I've viewed this with a lot of skepticism, but have now started to accumulate some potential use cases, specifically for synthetic #PET in #PETMR
1/n
1/n
Maybe I'll start with what I think it is probably NOT good for - diagnosis!
Fundamentally, the information content in synthetic medical images is derived from the distribution and patterns in the data that the model was trained on.
2/n
Fundamentally, the information content in synthetic medical images is derived from the distribution and patterns in the data that the model was trained on.
2/n
For an individual patient, this means that any synthetic images created will just contain the information already in their individual (non-synthetic) images combined with population-level distributions and patterns from the training data.
3/n
3/n
