Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images.

The proposed approach may help the sonographers automatically diagnose the amount of fat in the liver. The presented approach is efficient and in comparison with other methods does not require the sonographers to select the region of interest.