Building Disease Detection Algorithms with Very Small Numbers of Positive Samples

Ken C. L. Wong, Alexandros Karargyris, Tanveer Syeda-Mahmood +1

Although deep learning can provide promising results in medical image analysis, the lack of very large annotated datasets confines its full potential. Furthermore, limited positive…