Inflation of test accuracy due to data leakage in deep learning-based classification of OCT images

Iulian Emil Tampu, Anders Eklund, Neda Haj-Hosseini

In the application of deep learning on optical coherence tomography (OCT) data, it is common to train classification networks using 2D images originating from volumetric data. Give…