Deep Neural Networks with Ordinal Loss for Medical Applications

Tal Dvora, Rotem Haba, Gonen Singer

In many prediction problems in medical applications, target labels exhibit an inherent ordinal structure, where class ordering reflects clinically meaningful severity levels. The c…