Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification

1 code implementation • 13 Jul 2021 • Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina

There is currently no consensus on how to choose appropriate source data, and in the literature we can find both evidence of favoring large natural image datasets such as ImageNet, and evidence of favoring more specialized medical datasets.

Image Classification Medical Image Classification +1