Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms.

This study demonstrates that multi-task transfer learning may be an effective approach for training DCNN in medical imaging applications when training samples from a single modality are limited.
PMID: 29035873 [PubMed - as supplied by publisher]

Source: Physics in Medicine and Biology - October 16, 2017 Category: Physics Authors: Samala RK, Chan HP, Hadjiiski LM, Helvie MA, Cha K, Richter C Tags: Phys Med Biol Source Type: research