What are radiological deep learning models actually learning? When they're looking for pneumonia outside the lungs, we should all be asking this question.https://medium.com/@jrzech/what-are-radiological-deep-learning-models-actually-learning-f97a546c5b98 …
Interesting blog posts on deep learning for radiology images. One of the interesting results is the challenges of transfer learning in healthcare: "We also found that pneumonia screening CNNs trained with data from a single hospital system did generalize to other hospitals..."