I am Amritpal. I am from Medicine undergrad student and have been using Fastai in medical imaging one year back. I really love this community and where it is going.
Theoretically speaking, Imagenet consists of Natural images, hence using Pre-trained models on Imagenet are generally helpful. But what if we had pre-trained model on medical images, where model understands a bit of all types of images - maybe that could be a better Pre-trained model to use for this specific task.
I have started making list of medical categories to cover. Would love to have contributions from this community. Also, if someone has previous experience in making good datasets, that could be super great.