Michael Gotway

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

Intense interest in applying convolutional neural networks (CNNs) in biomedical image analysis is wide spread, but its success is impeded by the lack of large annotated datasets in biomedical imaging. Annotating biomedical images is not only tedious and time consuming, but also demanding of costly,…